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ORCIDYuval Elovici
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- affiliation: Telekom Innovation Laboratories at Ben-Gurion University of the Negev, Beer-Sheva, Israel
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2020 – today
- 2024
[j147]Amit Giloni
, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai:
BENN: Bias Estimation Using a Deep Neural Network. IEEE Trans. Neural Networks Learn. Syst. 35(1): 117-131 (2024)- [i147]Sagiv Antebi, Noam Azulay, Edan Habler, Ben Ganon, Asaf Shabtai, Yuval Elovici:
GPT in Sheep's Clothing: The Risk of Customized GPTs. CoRR abs/2401.09075 (2024) - [i146]Oryan Yehezkel, Alon Zolfi, Amit Baras, Yuval Elovici, Asaf Shabtai:
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers. CoRR abs/2402.02554 (2024) - [i145]Dov Shirtz, Inna Koberman, Aviad Elyashar, Rami Puzis, Yuval Elovici:
Enhancing Energy Sector Resilience: Integrating Security by Design Principles. CoRR abs/2402.11543 (2024) - 2023
- [j146]Ben Nassi, Yisroel Mirsky, Jacob Shams, Raz Ben-Netanel, Dudi Nassi, Yuval Elovici:
Protecting Autonomous Cars from Phantom Attacks. Commun. ACM 66(4): 56-69 (2023) - [j145]Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Gelei Deng, Liu Yang, Xiangyu Zhang, Maura Pintor, Wenke Lee, Yuval Elovici, Battista Biggio:
The Threat of Offensive AI to Organizations. Comput. Secur. 124: 103006 (2023) - [j144]Ron Bitton, Nadav Maman, Inderjeet Singh, Satoru Momiyama, Yuval Elovici, Asaf Shabtai:
Evaluating the Cybersecurity Risk of Real-world, Machine Learning Production Systems. ACM Comput. Surv. 55(9): 183:1-183:36 (2023) - [j143]Jaidip Kotak, Yuval Elovici:
Adversarial Attacks Against IoT Identification Systems. IEEE Internet Things J. 10(9, May 1): 7868-7883 (2023) - [j142]Jaidip Kotak, Yuval Elovici:
IoT device identification based on network communication analysis using deep learning. J. Ambient Intell. Humaniz. Comput. 14(7): 9113-9129 (2023) - [j141]Jaidip Kotak, Edan Habler, Oleg Brodt, Asaf Shabtai, Yuval Elovici:
Information Security Threats and Working from Home Culture: Taxonomy, Risk Assessment and Solutions. Sensors 23(8): 4018 (2023) - [j140]Florian Klaus Kaiser, Uriel Dardik, Aviad Elitzur, Polina Zilberman, Nir Daniel, Marcus Wiens, Frank Schultmann, Yuval Elovici, Rami Puzis:
Attack Hypotheses Generation Based on Threat Intelligence Knowledge Graph. IEEE Trans. Dependable Secur. Comput. 20(6): 4793-4809 (2023) - [j139]Efrat Levy, Asaf Shabtai, Bogdan Groza, Pal-Stefan Murvay, Yuval Elovici:
CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals. IEEE Trans. Inf. Forensics Secur. 18: 4800-4814 (2023) - [j138]Adriana Berdich, Bogdan Groza, René Mayrhofer, Efrat Levy, Asaf Shabtai, Yuval Elovici:
Sweep-to-Unlock: Fingerprinting Smartphones Based on Loudspeaker Roll-Off Characteristics. IEEE Trans. Mob. Comput. 22(4): 2417-2434 (2023) - [j137]Ari Adler, Lior Bass, Yuval Elovici, Rami Puzis:
How Polynomial Regression Improves DeNATing. IEEE Trans. Netw. Serv. Manag. 20(4): 5000-5011 (2023) - [c190]Dudi Biton, Aditi Misra, Efrat Levy, Jaidip Kotak, Ron Bitton, Roei Schuster, Nicolas Papernot, Yuval Elovici, Ben Nassi:
The Adversarial Implications of Variable-Time Inference. AISec@CCS 2023: 103-114 - [c189]Ben Nassi, Ofek Vayner, Etay Iluz, Dudi Nassi, Jan Jancar, Daniel Genkin, Eran Tromer, Boris Zadov, Yuval Elovici:
Optical Cryptanalysis: Recovering Cryptographic Keys from Power LED Light Fluctuations. CCS 2023: 268-280 - [c188]Adi Offer, Aviram Zilberman, Asaf Shabtai, Yuval Elovici, Rami Puzis:
CDGeB: Cloud Data Geolocation Benchmark. CCSW@CCS 2023: 69-74 - [c187]Nitzan Bitton Guetta, Yonatan Bitton, Jack Hessel, Ludwig Schmidt, Yuval Elovici, Gabriel Stanovsky, Roy Schwartz:
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images. ICCV 2023: 2616-2627 - [c186]Michael Fire, Rami Puzis, Dima Kagan, Yuval Elovici:
Large-Scale Shill Bidder Detection in E-commerce. IDEAS 2023: 79-86 - [c185]Satoru Koda, Alon Zolfi, Edita Grolman, Asaf Shabtai, Ikuya Morikawa, Yuval Elovici:
Pros and Cons of Weight Pruning for Out-of-Distribution Detection: An Empirical Survey. IJCNN 2023: 1-10 - [c184]Yakov Mallah, Yuval Elovici, Asaf Shabtai:
Risk Oriented Resource Allocation in Robotic Swarm. PST 2023: 1-7 - [c183]Ben Nassi, Raz Swissa, Jacob Shams, Boris Zadov, Yuval Elovici:
The Little Seal Bug: Optical Sound Recovery from Lightweight Reflective Objects. SP (Workshops) 2023: 298-310 - [i144]Nitzan Bitton Guetta, Yonatan Bitton, Jack Hessel, Ludwig Schmidt, Yuval Elovici, Gabriel Stanovsky, Roy Schwartz:
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images. CoRR abs/2303.07274 (2023) - [i143]Jaidip Kotak, Yuval Elovici:
IoT Device Identification Based on Network Communication Analysis Using Deep Learning. CoRR abs/2303.12800 (2023) - [i142]Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai:
X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail. CoRR abs/2306.08422 (2023) - [i141]Dudi Biton, Aditi Misra, Efrat Levy, Jaidip Kotak, Ron Bitton, Roei Schuster, Nicolas Papernot, Yuval Elovici, Ben Nassi:
The Adversarial Implications of Variable-Time Inference. CoRR abs/2309.02159 (2023) - [i140]Priyanka Prakash Surve, Oleg Brodt, Mark Yampolskiy, Yuval Elovici, Asaf Shabtai:
SoK: Security Below the OS - A Security Analysis of UEFI. CoRR abs/2311.03809 (2023) - [i139]Ryuta Kremer, Prasanna N. Wudali, Satoru Momiyama, Toshinori Araki, Jun Furukawa, Yuval Elovici, Asaf Shabtai:
IC-SECURE: Intelligent System for Assisting Security Experts in Generating Playbooks for Automated Incident Response. CoRR abs/2311.03825 (2023) - [i138]Yizhak Vaisman, Gilad Katz, Yuval Elovici, Asaf Shabtai:
Detecting Anomalous Network Communication Patterns Using Graph Convolutional Networks. CoRR abs/2311.18525 (2023) - [i137]Chen Doytshman, Satoru Momiyama, Inderjeet Singh, Yuval Elovici, Asaf Shabtai:
FRAUDability: Estimating Users' Susceptibility to Financial Fraud Using Adversarial Machine Learning. CoRR abs/2312.01200 (2023) - [i136]Roy Peled, Eran Aizikovich, Edan Habler, Yuval Elovici, Asaf Shabtai:
Evaluating the Security of Satellite Systems. CoRR abs/2312.01330 (2023) - [i135]Amit Baras, Alon Zolfi, Yuval Elovici, Asaf Shabtai:
QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers. CoRR abs/2312.02220 (2023) - [i134]Ben Nassi, Etay Iluz, Danny Cohen-Or, Ofek Vayner, Dudi Nassi, Boris Zadov, Yuval Elovici:
Video-Based Cryptanalysis: Extracting Cryptographic Keys from Video Footage of a Device's Power LED. IACR Cryptol. ePrint Arch. 2023: 923 (2023) - [i133]Ben Nassi, Ofek Vayner, Etay Iluz, Dudi Nassi, Or Hai Cohen, Jan Jancar, Daniel Genkin, Eran Tromer, Boris Zadov, Yuval Elovici:
Optical Cryptanalysis: Recovering Cryptographic Keys from Power LED Light Fluctuations. IACR Cryptol. ePrint Arch. 2023: 1068 (2023) - 2022
- [j136]Adriana Berdich, Bogdan Groza, Efrat Levy, Asaf Shabtai, Yuval Elovici, René Mayrhofer:
Fingerprinting Smartphones Based on Microphone Characteristics From Environment Affected Recordings. IEEE Access 10: 122399-122413 (2022) - [j135]Tom Mahler, Erez Shalom, Yuval Elovici, Yuval Shahar:
A dual-layer context-based architecture for the detection of anomalous instructions sent to medical devices. Artif. Intell. Medicine 123: 102229 (2022) - [j134]Yael Mathov, Tal Ben Senior, Asaf Shabtai, Yuval Elovici:
Stop bugging me! Evading modern-day wiretapping using adversarial perturbations. Comput. Secur. 121: 102841 (2022) - [j133]Dudu Mimran, Ron Bitton, Yehonatan Kfir, Eitan Klevansky, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai:
Security of Open Radio Access Networks. Comput. Secur. 122: 102890 (2022) - [j132]Ben Nassi, Yaron Pirutin, Jacob Shams, Raz Swissa, Yuval Elovici, Boris Zadov:
Optical Speech Recovery From Desktop Speakers. Computer 55(11): 40-51 (2022) - [j131]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain. ACM Comput. Surv. 54(5): 108:1-108:36 (2022) - [j130]Yael Mathov, Lior Rokach, Yuval Elovici:
Enhancing real-world adversarial patches through 3D modeling of complex target scenes. Neurocomputing 499: 11-22 (2022) - [j129]Dominik Breitenbacher, Ivan Homoliak, Yan Lin Aung, Yuval Elovici, Nils Ole Tippenhauer:
HADES-IoT: A Practical and Effective Host-Based Anomaly Detection System for IoT Devices (Extended Version). IEEE Internet Things J. 9(12): 9640-9658 (2022) - [j128]Tom Mahler, Erez Shalom, Arnon Makori, Yuval Elovici, Yuval Shahar:
A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists' Perspective. J. Digit. Imaging 35(3): 666-677 (2022) - [j127]Yael Mathov, Eden Levy, Ziv Katzir, Asaf Shabtai, Yuval Elovici:
Not all datasets are born equal: On heterogeneous tabular data and adversarial examples. Knowl. Based Syst. 242: 108377 (2022) - [j126]Barak Davidovich, Ben Nassi, Yuval Elovici:
Towards the Detection of GPS Spoofing Attacks against Drones by Analyzing Camera's Video Stream. Sensors 22(7): 2608 (2022) - [j125]Ben Nassi, Jacob Shams, Lior Rokach, Yuval Elovici:
Virtual Breathalyzer: Towards the Detection of Intoxication Using Motion Sensors of Commercial Wearable Devices. Sensors 22(9): 3580 (2022) - [j124]Shai Cohen, Efrat Levy, Avi Shaked, Tair Cohen, Yuval Elovici, Asaf Shabtai:
RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks. Sensors 22(11): 4259 (2022) - [j123]Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai:
Extending Attack Graphs to Represent Cyber-Attacks in Communication Protocols and Modern IT Networks. IEEE Trans. Dependable Secur. Comput. 19(3): 1936-1954 (2022) - [j122]Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici:
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. IEEE Trans. Inf. Forensics Secur. 17: 3225-3237 (2022) - [j121]Penny Chong, Ngai-Man Cheung, Yuval Elovici, Alexander Binder:
Toward Scalable and Unified Example-Based Explanation and Outlier Detection. IEEE Trans. Image Process. 31: 525-540 (2022) - [c182]Shay Sakazi, Yuval Elovici, Asaf Shabtai:
Prioritizing Antivirus Alerts on Internal Enterprise Machines. DIMVA 2022: 75-95 - [c181]Bogdan Groza, Lucian Popa, Tudor Andreica, Pal-Stefan Murvay, Asaf Shabtai, Yuval Elovici:
PanoptiCANs - Adversary-Resilient Architectures for Controller Area Networks. ESORICS (3) 2022: 658-679 - [c180]Ben Nassi, Jacob Shams, Raz Ben-Netanel, Yuval Elovici:
bAdvertisement: Attacking Advanced Driver-Assistance Systems Using Print Advertisements. EuroS&P Workshops 2022: 376-383 - [c179]Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai:
FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data. ICPR 2022: 4877-4884 - [c178]Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz:
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models. NeurIPS 2022 - [c177]Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai:
Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Models. ECML/PKDD (3) 2022: 304-320 - [c176]Nachiket Tapas, Sofia Belikovetsky, Francesco Longo, Antonio Puliafito, Asaf Shabtai, Yuval Elovici:
3D Marketplace: Distributed Attestation of 3D Designs on Blockchain. SMARTCOMP 2022: 311-316 - [c175]Edita Grolman, Hodaya Binyamini, Asaf Shabtai, Yuval Elovici, Ikuya Morikawa, Toshiya Shimizu:
HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms on Twitter. UMAP 2022: 143-152 - [c174]Ben Nassi, Yaron Pirutin, Raz Swisa, Adi Shamir, Yuval Elovici, Boris Zadov:
Lamphone: Passive Sound Recovery from a Desk Lamp's Light Bulb Vibrations. USENIX Security Symposium 2022: 4401-4417 - [c173]Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici:
Fair and accurate age prediction using distribution aware data curation and augmentation. WACV 2022: 2867-2877 - [i132]Barak Davidovich, Ben Nassi, Yuval Elovici:
VISAS - Detecting GPS spoofing attacks against drones by analyzing camera's video stream. CoRR abs/2201.00419 (2022) - [i131]Dudu Mimran, Ron Bitton, Yehonatan Kfir, Eitan Klevansky, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai:
Evaluating the Security of Open Radio Access Networks. CoRR abs/2201.06080 (2022) - [i130]Ron Bitton, Dan Avraham, Eitan Klevansky, Dudu Mimran, Oleg Brodt, Heiko Lehmann, Yuval Elovici, Asaf Shabtai:
Adversarial Machine Learning Threat Analysis in Open Radio Access Networks. CoRR abs/2201.06093 (2022) - [i129]Moshe Levy, Guy Amit, Yuval Elovici, Yisroel Mirsky:
The Security of Deep Learning Defences for Medical Imaging. CoRR abs/2201.08661 (2022) - [i128]Efrat Levy, Nadav Maman, Asaf Shabtai, Yuval Elovici:
AnoMili: Spoofing Prevention and Explainable Anomaly Detection for the 1553 Military Avionic Bus. CoRR abs/2202.06870 (2022) - [i127]Ben Nassi, Jacob Shams, Raz Ben-Netanel, Yuval Elovici:
bAdvertisement: Attacking Advanced Driver-Assistance Systems Using Print Advertisements. CoRR abs/2202.10080 (2022) - [i126]Michael Fire, Rami Puzis, Dima Kagan, Yuval Elovici:
Large-Scale Shill Bidder Detection in E-commerce. CoRR abs/2204.02057 (2022) - [i125]Efrat Levy, Ben Nassi, Raz Swissa, Yuval Elovici:
EyeDAS: Securing Perception of Autonomous Cars Against the Stereoblindness Syndrome. CoRR abs/2205.06765 (2022) - [i124]Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz:
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models. CoRR abs/2207.12576 (2022) - [i123]Moshe Levy, Yuval Elovici, Yisroel Mirsky:
Transferability Ranking of Adversarial Examples. CoRR abs/2208.10878 (2022) - [i122]Avishag Shapira, Ron Bitton, Dan Avraham, Alon Zolfi, Yuval Elovici, Asaf Shabtai:
Attacking Object Detector Using A Universal Targeted Label-Switch Patch. CoRR abs/2211.08859 (2022) - [i121]Jacob Shams, Ben Nassi, Ikuya Morikawa, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici:
Seeds Don't Lie: An Adaptive Watermarking Framework for Computer Vision Models. CoRR abs/2211.13644 (2022) - [i120]Ron Bitton, Alon Malach, Amiel Meiseles, Satoru Momiyama, Toshinori Araki, Jun Furukawa, Yuval Elovici, Asaf Shabtai:
Latent SHAP: Toward Practical Human-Interpretable Explanations. CoRR abs/2211.14797 (2022) - [i119]Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai:
YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection. CoRR abs/2212.02081 (2022) - [i118]Ben Nassi, Ras Swissa, Yuval Elovici, Boris Zadov:
The Little Seal Bug: Optical Sound Recovery from Lightweight Reflective Objects. IACR Cryptol. ePrint Arch. 2022: 227 (2022) - 2021
- [j120]Guy Amit, Asaf Shabtai, Yuval Elovici:
A Self-Healing Mechanism for Internet of Things Devices. IEEE Secur. Priv. 19(1): 44-53 (2021) - [j119]Raz Ben-Netanel, Ben Nassi, Adi Shamir, Yuval Elovici:
Detecting Spying Drones. IEEE Secur. Priv. 19(1): 65-73 (2021) - [j118]Ziv Katzir, Yuval Elovici:
Gradients Cannot Be Tamed: Behind the Impossible Paradox of Blocking Targeted Adversarial Attacks. IEEE Trans. Neural Networks Learn. Syst. 32(1): 128-138 (2021) - [c172]Ben Nassi, Yaron Pirutin, Tomer Cohen Galor, Yuval Elovici, Boris Zadov:
Glowworm Attack: Optical TEMPEST Sound Recovery via a Device's Power Indicator LED. CCS 2021: 1900-1914 - [c171]Ben Nassi, Yaron Pirutin, Raz Swissa, Adi Shamir, Yuval Elovici, Boris Zadov:
POSTER: Recovering Songs from a Hanging Light Bulb. CCS 2021: 2381-2383 - [c170]Ben Nassi, Raz Ben-Netanel, Adi Shamir, Yuval Elovici:
Game of Drones - Detecting Spying Drones Using Time Domain Analysis. CSCML 2021: 128-144 - [c169]Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai:
Heuristic Approach for Countermeasure Selection Using Attack Graphs. CSF 2021: 1-16 - [c168]Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai:
The Translucent Patch: A Physical and Universal Attack on Object Detectors. CVPR 2021: 15232-15241 - [c167]Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici:
FOOD: Fast Out-Of-Distribution Detector. IJCNN 2021: 1-8 - [c166]Ori Or-Meir, Aviad Cohen, Yuval Elovici, Lior Rokach, Nir Nissim:
Pay Attention: Improving Classification of PE Malware Using Attention Mechanisms Based on System Call Analysis. IJCNN 2021: 1-8 - [c165]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Sequence Squeezing: A Defense Method Against Adversarial Examples for API Call-Based RNN Variants. IJCNN 2021: 1-10 - [c164]Hodaya Binyamini, Ron Bitton, Masaki Inokuchi, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai:
A Framework for Modeling Cyber Attack Techniques from Security Vulnerability Descriptions. KDD 2021: 2574-2583 - [c163]Elior Nehemya, Yael Mathov, Asaf Shabtai, Yuval Elovici:
Taking over the Stock Market: Adversarial Perturbations Against Algorithmic Traders. ECML/PKDD (4) 2021: 221-236 - [c162]Jacob Gatlin, Sofia Belikovetsky, Yuval Elovici, Anthony Skjellum, Joshua Lubell, Paul Witherell, Mark Yampolskiy:
Encryption is Futile: Reconstructing 3D-Printed Models Using the Power Side-Channel. RAID 2021: 135-147 - [c161]Ben Nassi, Ron Bitton, Ryusuke Masuoka, Asaf Shabtai, Yuval Elovici:
SoK: Security and Privacy in the Age of Commercial Drones. SP 2021: 1434-1451 - [c160]Bogdan Groza, Lucian Popa, Pal-Stefan Murvay, Yuval Elovici, Asaf Shabtai:
CANARY - a reactive defense mechanism for Controller Area Networks based on Active RelaYs. USENIX Security Symposium 2021: 4259-4276 - [e5]Mark Yampolskiy, Yuval Elovici, Moti Yung:
AMSec '21: Proceedings of the 2021 Workshop on Additive Manufacturing (3D Printing) Security, Virtual Event, Republic of Korea, 19 November 2021. ACM 2021, ISBN 978-1-4503-8480-3 [contents] - [i117]Yael Mathov, Lior Rokach, Yuval Elovici:
Enhancing Real-World Adversarial Patches with 3D Modeling Techniques. CoRR abs/2102.05334 (2021) - [i116]Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici:
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack. CoRR abs/2103.06297 (2021) - [i115]Ziv Katzir, Yuval Elovici:
Who's Afraid of Adversarial Transferability? CoRR abs/2105.00433 (2021) - [i114]Shai Cohen, Efrat Levy, Avi Shaked, Tair Cohen, Yuval Elovici, Asaf Shabtai:
RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks. CoRR abs/2106.07074 (2021) - [i113]Efrat Levy, Asaf Shabtai, Bogdan Groza, Pal-Stefan Murvay, Yuval Elovici:
CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals. CoRR abs/2106.07895 (2021) - [i112]Yisroel Mirsky, Ambra Demontis, Jaidip Kotak, Ram Shankar, Gelei Deng, Liu Yang, Xiangyu Zhang, Wenke Lee, Yuval Elovici, Battista Biggio:
The Threat of Offensive AI to Organizations. CoRR abs/2106.15764 (2021) - [i111]Ron Bitton, Nadav Maman, Inderjeet Singh, Satoru Momiyama, Yuval Elovici, Asaf Shabtai:
A Framework for Evaluating the Cybersecurity Risk of Real World, Machine Learning Production Systems. CoRR abs/2107.01806 (2021) - [i110]Nitzan Guetta, Asaf Shabtai, Inderjeet Singh, Satoru Momiyama, Yuval Elovici:
Dodging Attack Using Carefully Crafted Natural Makeup. CoRR abs/2109.06467 (2021) - [i109]Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Ngai-Man Cheung, Yuval Elovici, Alexander Binder:
Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples. CoRR abs/2110.12357 (2021) - [i108]Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai:
Adversarial Mask: Real-World Adversarial Attack Against Face Recognition Models. CoRR abs/2111.10759 (2021) - [i107]Ben Nassi, Yaron Pirutin, Tomer Cohen Galor, Yuval Elovici, Boris Zadov:
Glowworm Attack: Optical TEMPEST Sound Recovery via a Device's Power Indicator LED. IACR Cryptol. ePrint Arch. 2021: 1064 (2021) - 2020
- [j117]Aviad Cohen, Nir Nissim, Yuval Elovici:
MalJPEG: Machine Learning Based Solution for the Detection of Malicious JPEG Images. IEEE Access 8: 19997-20011 (2020) - [j116]Matan Kintzlinger, Aviad Cohen, Nir Nissim, Moshe Rav-Acha, Vladimir Khalameizer, Yuval Elovici, Yuval Shahar, Amos Katz:
CardiWall: A Trusted Firewall for the Detection of Malicious Clinical Programming of Cardiac Implantable Electronic Devices. IEEE Access 8: 48123-48140 (2020) - [j115]Mordechai Guri, Yosef A. Solewicz, Yuval Elovici:
Fansmitter: Acoustic data exfiltration from air-Gapped computers via fans noise. Comput. Secur. 91: 101721 (2020) - [j114]Yair Meidan, Vinay Sachidananda, Hongyi Peng, Racheli Sagron, Yuval Elovici, Asaf Shabtai:
A novel approach for detecting vulnerable IoT devices connected behind a home NAT. Comput. Secur. 97: 101968 (2020) - [j113]Mordechai Guri, Yosef A. Solewicz, Yuval Elovici:
Speaker-to-speaker covert ultrasonic communication. J. Inf. Secur. Appl. 51: 102458 (2020) - [j112]Yisroel Mirsky, Tomer Golomb, Yuval Elovici:
Lightweight collaborative anomaly detection for the IoT using blockchain. J. Parallel Distributed Comput. 145: 75-97 (2020) - [j111]Daniel Nahmias, Aviad Cohen, Nir Nissim, Yuval Elovici:
Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments. Neural Networks 124: 243-257 (2020) - [j110]Naor Kalbo, Yisroel Mirsky, Asaf Shabtai, Yuval Elovici:
The Security of IP-Based Video Surveillance Systems. Sensors 20(17): 4806 (2020) - [j109]Tomer Gluck, Moshe Kravchik, Samuel Chocron, Yuval Elovici, Asaf Shabtai:
Spoofing Attack on Ultrasonic Distance Sensors Using a Continuous Signal. Sensors 20(21): 6157 (2020) - [j108]Orly Stan, Adi Cohen, Yuval Elovici, Asaf Shabtai:
Intrusion Detection System for the MIL-STD-1553 Communication Bus. IEEE Trans. Aerosp. Electron. Syst. 56(4): 3010-3027 (2020) - [j107]Penny Chong, Yuval Elovici, Alexander Binder:
User Authentication Based on Mouse Dynamics Using Deep Neural Networks: A Comprehensive Study. IEEE Trans. Inf. Forensics Secur. 15: 1086-1101 (2020) - [j106]Mordechai Guri, Boris Zadov, Yuval Elovici:
ODINI: Escaping Sensitive Data From Faraday-Caged, Air-Gapped Computers via Magnetic Fields. IEEE Trans. Inf. Forensics Secur. 15: 1190-1203 (2020) - [j105]Mordechai Guri, Boris Zadov, Dima Bykhovsky, Yuval Elovici:
PowerHammer: Exfiltrating Data From Air-Gapped Computers Through Power Lines. IEEE Trans. Inf. Forensics Secur. 15: 1879-1890 (2020) - [j104]Bronislav Sidik, Rami Puzis, Polina Zilberman, Yuval Elovici:
PALE: Time Bounded Practical Agile Leader Election. IEEE Trans. Parallel Distributed Syst. 31(2): 470-485 (2020) - [c159]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers. ACSAC 2020: 611-626 - [c158]Tom Mahler, Erez Shalom, Yuval Elovici, Yuval Shahar:
A Dual-Layer Architecture for the Protection of Medical Devices from Anomalous Instructions. AIME 2020: 273-286 - [c157]Ben Nassi, Yisroel Mirsky, Dudi Nassi, Raz Ben-Netanel, Oleg Drokin, Yuval Elovici:
Phantom of the ADAS: Securing Advanced Driver-Assistance Systems from Split-Second Phantom Attacks. CCS 2020: 293-308 - [c156]Lior Sidi, Yisroel Mirsky, Asaf Nadler, Yuval Elovici, Asaf Shabtai:
Helix: DGA Domain Embeddings for Tracking and Exploring Botnets. CIKM 2020: 2741-2748 - [c155]Jaidip Kotak, Yuval Elovici:
IoT Device Identification Using Deep Learning. CISIS 2020: 76-86 - [c154]Shachar Siboni, Chanan Glezer, Rami Puzis, Asaf Shabtai, Yuval Elovici:
Security Ranking of IoT Devices Using an AHP Model. CSCML 2020: 29-44 - [c153]Dvir Cohen, Yisroel Mirsky, Manuel Kamp, Tobias Martin, Yuval Elovici, Rami Puzis, Asaf Shabtai:
DANTE: A Framework for Mining and Monitoring Darknet Traffic. ESORICS (1) 2020: 88-109 - [c152]Yi Xiang Marcus Tan, Yuval Elovici, Alexander Binder:
Adaptive Noise Injection for Training Stochastic Student Networks from Deterministic Teachers. ICPR 2020: 7587-7594 - [c151]Vinay Sachidananda, Suhas Bhairav, Yuval Elovici:
OVER: overhauling vulnerability detection for iot through an adaptable and automated static analysis framework. SAC 2020: 729-738 - [i106]Mordechai Guri, Dima Bykhovsky, Yuval Elovici:
BRIGHTNESS: Leaking Sensitive Data from Air-Gapped Workstations via Screen Brightness. CoRR abs/2002.01078 (2020) - [i105]Guy Amit, Ishai Rosenberg, Moshe Levy, Ron Bitton, Asaf Shabtai, Yuval Elovici:
Neural Network Representation Control: Gaussian Isolation Machines and CVC Regularization. CoRR abs/2002.02176 (2020) - [i104]Tom Mahler, Yuval Elovici, Yuval Shahar:
A New Methodology for Information Security Risk Assessment for Medical Devices and Its Evaluation. CoRR abs/2002.06938 (2020) - [i103]Jaidip Kotak, Yuval Elovici:
IoT Device Identification Using Deep Learning. CoRR abs/2002.11686 (2020) - [i102]Dvir Cohen, Yisroel Mirsky, Yuval Elovici, Rami Puzis, Manuel Kamp, Tobias Martin, Asaf Shabtai:
DANTE: A framework for mining and monitoring darknet traffic. CoRR abs/2003.02575 (2020) - [i101]Rami Puzis, Polina Zilberman, Yuval Elovici:
ATHAFI: Agile Threat Hunting And Forensic Investigation. CoRR abs/2003.03663 (2020) - [i100]Yisroel Mirsky, Tomer Golomb, Yuval Elovici:
Lightweight Collaborative Anomaly Detection for the IoT using Blockchain. CoRR abs/2006.10587 (2020) - [i99]Noam Moscovich, Ron Bitton, Yakov Mallah, Masaki Inokuchi, Tomohiko Yagyu, Meir Kalech, Yuval Elovici, Asaf Shabtai:
Autosploit: A Fully Automated Framework for Evaluating the Exploitability of Security Vulnerabilities. CoRR abs/2007.00059 (2020) - [i98]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Adversarial Learning in the Cyber Security Domain. CoRR abs/2007.02407 (2020) - [i97]Hodaya Binyamini, Ron Bitton, Masaki Inokuchi, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai:
An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions. CoRR abs/2008.04377 (2020) - [i96]Guy Amit, Moshe Levy, Ishai Rosenberg, Asaf Shabtai, Yuval Elovici:
GLOD: Gaussian Likelihood Out of Distribution Detector. CoRR abs/2008.06856 (2020) - [i95]Yushi Cao, David Berend, Palina Tolmach, Moshe Levy, Guy Amit, Asaf Shabtai, Yuval Elovici, Yang Liu:
Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems. CoRR abs/2009.05283 (2020) - [i94]Eden Levy, Yael Mathov, Ziv Katzir, Asaf Shabtai, Yuval Elovici:
Not All Datasets Are Born Equal: On Heterogeneous Data and Adversarial Examples. CoRR abs/2010.03180 (2020) - [i93]Elior Nehemya, Yael Mathov, Asaf Shabtai, Yuval Elovici:
When Bots Take Over the Stock Market: Evasion Attacks Against Algorithmic Traders. CoRR abs/2010.09246 (2020) - [i92]Tal Ben Senior, Yael Mathov, Asaf Shabtai, Yuval Elovici:
Stop Bugging Me! Evading Modern-Day Wiretapping Using Adversarial Perturbations. CoRR abs/2010.12809 (2020) - [i91]Shahar Hoory, Tzvika Shapira, Asaf Shabtai, Yuval Elovici:
Dynamic Adversarial Patch for Evading Object Detection Models. CoRR abs/2010.13070 (2020) - [i90]Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici:
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers. CoRR abs/2010.16323 (2020) - [i89]Penny Chong, Yuval Elovici, Alexander Binder:
Deja vu from the SVM Era: Example-based Explanations with Outlier Detection. CoRR abs/2011.05577 (2020) - [i88]Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Yuval Elovici, Alexander Binder:
Detection of Adversarial Supports in Few-shot Classifiers Using Feature Preserving Autoencoders and Self-Similarity. CoRR abs/2012.06330 (2020) - [i87]Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai:
The Translucent Patch: A Physical and Universal Attack on Object Detectors. CoRR abs/2012.12528 (2020) - [i86]Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai:
BENN: Bias Estimation Using Deep Neural Network. CoRR abs/2012.12537 (2020) - [i85]Ben Nassi, Dudi Nassi, Raz Ben-Netanel, Yisroel Mirsky, Oleg Drokin, Yuval Elovici:
Phantom of the ADAS: Phantom Attacks on Driver-Assistance Systems. IACR Cryptol. ePrint Arch. 2020: 85 (2020) - [i84]Ben Nassi, Yaron Pirutin, Adi Shamir, Yuval Elovici, Boris Zadov:
Lamphone: Real-Time Passive Sound Recovery from Light Bulb Vibrations. IACR Cryptol. ePrint Arch. 2020: 708 (2020) - [i83]Ben Nassi, Lior Rokach, Yuval Elovici:
The Age of Testifying Wearable Devices: The Case of Intoxication Detection. IACR Cryptol. ePrint Arch. 2020: 1504 (2020) - [i82]Ben Nassi, Yair Meidan, Dudi Nassi, Asaf Shabtai, Yuval Elovici:
Botnet IND: About Botnets of Botless IoT Devices. IACR Cryptol. ePrint Arch. 2020: 1518 (2020)
2010 – 2019
- 2019
- [j103]Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles:
Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework. IEEE Access 7: 110050-110073 (2019) - [j102]Jacob Gatlin, Sofia Belikovetsky, Samuel Bennett Moore, Yosef A. Solewicz, Yuval Elovici, Mark Yampolskiy:
Detecting Sabotage Attacks in Additive Manufacturing Using Actuator Power Signatures. IEEE Access 7: 133421-133432 (2019) - [j101]Nitzan Farhi, Nir Nissim, Yuval Elovici:
Malboard: A novel user keystroke impersonation attack and trusted detection framework based on side-channel analysis. Comput. Secur. 85: 240-269 (2019) - [j100]Nir Nissim, Omri Lahav, Aviad Cohen, Yuval Elovici, Lior Rokach:
Volatile memory analysis using the MinHash method for efficient and secured detection of malware in private cloud. Comput. Secur. 87 (2019) - [j99]Ivan Homoliak, Flavio Toffalini, Juan Guarnizo, Yuval Elovici, Martín Ochoa:
Insight Into Insiders and IT: A Survey of Insider Threat Taxonomies, Analysis, Modeling, and Countermeasures. ACM Comput. Surv. 52(2): 30:1-30:40 (2019) - [j98]Ori Or-Meir, Nir Nissim, Yuval Elovici, Lior Rokach:
Dynamic Malware Analysis in the Modern Era - A State of the Art Survey. ACM Comput. Surv. 52(5): 88:1-88:48 (2019) - [j97]Nirnay Ghosh, Saket Chandra, Vinay Sachidananda, Yuval Elovici:
SoftAuthZ: A Context-Aware, Behavior-Based Authorization Framework for Home IoT. IEEE Internet Things J. 6(6): 10773-10785 (2019) - [j96]Mordechai Guri, Rami Puzis, Kim-Kwang Raymond Choo, Sergey Rubinshtein, Gabi Kedma, Yuval Elovici:
Using malware for the greater good: Mitigating data leakage. J. Netw. Comput. Appl. 145 (2019) - [j95]Ran Yahalom, Alon Steren, Yonatan Nameri, Maxim Roytman, Angel Porgador, Yuval Elovici:
Improving the effectiveness of intrusion detection systems for hierarchical data. Knowl. Based Syst. 168: 59-69 (2019) - [j94]Vinay Sachidananda, Suhas Bhairav, Yuval Elovici:
Spill the Beans: Extrospection of Internet of Things by Exploiting Denial of Service. EAI Endorsed Trans. Security Safety 6(20): e1 (2019) - [j93]Ben Nassi, Adi Shamir, Yuval Elovici:
Xerox Day Vulnerability. IEEE Trans. Inf. Forensics Secur. 14(2): 415-430 (2019) - [j92]Sofia Belikovetsky, Yosef A. Solewicz, Mark Yampolskiy, Jinghui Toh, Yuval Elovici:
Digital Audio Signature for 3D Printing Integrity. IEEE Trans. Inf. Forensics Secur. 14(5): 1127-1141 (2019) - [j91]Yisroel Mirsky, Naor Kalbo, Yuval Elovici, Asaf Shabtai:
Vesper: Using Echo Analysis to Detect Man-in-the-Middle Attacks in LANs. IEEE Trans. Inf. Forensics Secur. 14(6): 1638-1653 (2019) - [j90]Shachar Siboni, Vinay Sachidananda, Yair Meidan, Michael Bohadana, Yael Mathov, Suhas Bhairav, Asaf Shabtai, Yuval Elovici:
Security Testbed for Internet-of-Things Devices. IEEE Trans. Reliab. 68(1): 23-44 (2019) - [c150]Shai Cohen, Tomer Gluck, Yuval Elovici, Asaf Shabtai:
Security Analysis of Radar Systems. CPS-SPC@CCS 2019: 3-14 - [c149]Dominik Breitenbacher, Ivan Homoliak, Yan Lin Aung, Nils Ole Tippenhauer, Yuval Elovici:
HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices. AsiaCCS 2019: 479-484 - [c148]Masaki Inokuchi, Yoshinobu Ohta, Shunichi Kinoshita, Tomohiko Yagyu, Orly Stan, Ron Bitton, Yuval Elovici, Asaf Shabtai:
Design Procedure of Knowledge Base for Practical Attack Graph Generation. AsiaCCS 2019: 594-601 - [c147]Sadia Afroz, Battista Biggio, Nicholas Carlini, Yuval Elovici, Asaf Shabtai:
AISec'19: 12th ACM Workshop on Artificial Intelligence and Security. CCS 2019: 2707-2708 - [c146]Amit Tambe, Yan Lin Aung, Ragav Sridharan, Martín Ochoa, Nils Ole Tippenhauer, Asaf Shabtai, Yuval Elovici:
Detection of Threats to IoT Devices using Scalable VPN-forwarded Honeypots. CODASPY 2019: 85-96 - [c145]Mordechai Guri, Boris Zadov, Dima Bykhovsky, Yuval Elovici:
CTRL-ALT-LED: Leaking Data from Air-Gapped Computers Via Keyboard LEDs. COMPSAC (1) 2019: 801-810 - [c144]Ziv Katzir, Yuval Elovici:
Detecting Adversarial Perturbations Through Spatial Behavior in Activation Spaces. IJCNN 2019: 1-9 - [c143]Daniel Nahmias, Aviad Cohen, Nir Nissim, Yuval Elovici:
TrustSign: Trusted Malware Signature Generation in Private Clouds Using Deep Feature Transfer Learning. IJCNN 2019: 1-8 - [c142]Yi Xiang Marcus Tan, Alfonso Iacovazzi, Ivan Homoliak, Yuval Elovici, Alexander Binder:
Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics. IJCNN 2019: 1-10 - [c141]Mengxuan Tan, Alfonso Iacovazzi, Ngai-Man Cheung, Yuval Elovici:
A Neural Attention Model for Real-Time Network Intrusion Detection. LCN 2019: 291-299 - [c140]Alfonso Iacovazzi, Daniel Frassinelli, Yuval Elovici:
The DUSTER Attack: Tor Onion Service Attribution Based on Flow Watermarking with Track Hiding. RAID 2019: 213-225 - [c139]Ben Nassi, Raz Ben-Netanel, Adi Shamir, Yuval Elovici:
Drones' Cryptanalysis - Smashing Cryptography with a Flicker. IEEE Symposium on Security and Privacy 2019: 1397-1414 - [c138]Shachar Siboni, Chanan Glezer, Asaf Shabtai, Yuval Elovici:
A Weighted Risk Score Model for IoT Devices. SpaCCS Workshops 2019: 20-34 - [c137]Vinay Sachidananda, Suhas Bhairav, Nirnay Ghosh, Yuval Elovici:
PIT: A Probe Into Internet of Things by Comprehensive Security Analysis. TrustCom/BigDataSE 2019: 522-529 - [c136]Yisroel Mirsky, Tom Mahler, Ilan Shelef, Yuval Elovici:
CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning. USENIX Security Symposium 2019: 461-478 - [e4]Lorenzo Cavallaro, Johannes Kinder, Sadia Afroz, Battista Biggio, Nicholas Carlini, Yuval Elovici, Asaf Shabtai:
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security, AISec@CCS 2019, London, UK, November 15, 2019. ACM 2019, ISBN 978-1-4503-6833-9 [contents] - [e3]Brahim Hamid, Barbara Gallina, Asaf Shabtai, Yuval Elovici, Joaquín García-Alfaro:
Security and Safety Interplay of Intelligent Software Systems - ESORICS 2018 International Workshops, ISSA/CSITS@ESORICS 2018, Barcelona, Spain, September 6-7, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11552, Springer 2019, ISBN 978-3-030-16873-5 [contents] - [i81]Yisroel Mirsky, Tom Mahler, Ilan Shelef, Yuval Elovici:
CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning. CoRR abs/1901.03597 (2019) - [i80]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Defense Methods Against Adversarial Examples for Recurrent Neural Networks. CoRR abs/1901.09963 (2019) - [i79]Ben Nassi, Asaf Shabtai, Ryusuke Masuoka, Yuval Elovici:
SoK - Security and Privacy in the Age of Drones: Threats, Challenges, Solution Mechanisms, and Scientific Gaps. CoRR abs/1903.05155 (2019) - [i78]Dominik Breitenbacher, Ivan Homoliak, Yan Lin Aung, Nils Ole Tippenhauer, Yuval Elovici:
HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices (Extended Version). CoRR abs/1905.01027 (2019) - [i77]Yi Xiang Marcus Tan, Alfonso Iacovazzi, Ivan Homoliak, Yuval Elovici, Alexander Binder:
Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics. CoRR abs/1905.11831 (2019) - [i76]Yair Meidan, Vinay Sachidananda, Yuval Elovici, Asaf Shabtai:
Privacy-Preserving Detection of IoT Devices Connected Behind a NAT in a Smart Home Setup. CoRR abs/1905.13430 (2019) - [i75]Dudi Nassi, Raz Ben-Netanel, Yuval Elovici, Ben Nassi:
MobilBye: Attacking ADAS with Camera Spoofing. CoRR abs/1906.09765 (2019) - [i74]Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Yoshiyuki Yamada, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai:
Extending Attack Graphs to Represent Cyber-Attacks in Communication Protocols and Modern IT Networks. CoRR abs/1906.09786 (2019) - [i73]Yael Mathov, Noga Agmon, Asaf Shabtai, Rami Puzis, Nils Ole Tippenhauer, Yuval Elovici:
Challenges for Security Assessment of Enterprises in the IoT Era. CoRR abs/1906.10922 (2019) - [i72]Orly Stan, Ron Bitton, Michal Ezrets, Moran Dadon, Masaki Inokuchi, Yoshinobu Ohta, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai:
Heuristic Approach Towards Countermeasure Selection using Attack Graphs. CoRR abs/1906.10943 (2019) - [i71]Saeid Hosseini, Saeed Najafi Pour, Ngai-Man Cheung, Mohammad Reza Kangavari, Xiaofang Zhou, Yuval Elovici:
TEALS: Time-aware Text Embedding Approach to Leverage Subgraphs. CoRR abs/1907.03191 (2019) - [i70]Ziv Katzir, Yuval Elovici:
Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn. CoRR abs/1907.05718 (2019) - [i69]Mordechai Guri, Boris Zadov, Dima Bykhovsky, Yuval Elovici:
CTRL-ALT-LED: Leaking Data from Air-Gapped Computers via Keyboard LEDs. CoRR abs/1907.05851 (2019) - [i68]Sofia Belikovetsky, Oded Leiba, Asaf Shabtai, Yuval Elovici:
3D Marketplace: Distributed Attestation of 3D Designs on Blockchain. CoRR abs/1908.06921 (2019) - [i67]Naor Kalbo, Yisroel Mirsky, Asaf Shabtai, Yuval Elovici:
The Security of IP-based Video Surveillance Systems. CoRR abs/1910.10749 (2019) - [i66]Yi Xiang Marcus Tan, Yuval Elovici, Alexander Binder:
Exploring the Back Alleys: Analysing The Robustness of Alternative Neural Network Architectures against Adversarial Attacks. CoRR abs/1912.03609 (2019) - 2018
- [j89]Mordechai Guri, Yuval Elovici:
Bridgeware: the air-gap malware. Commun. ACM 61(4): 74-82 (2018) - [j88]Ziv Katzir, Yuval Elovici:
Quantifying the resilience of machine learning classifiers used for cyber security. Expert Syst. Appl. 92: 419-429 (2018) - [j87]Aviad Cohen, Nir Nissim, Yuval Elovici:
Novel set of general descriptive features for enhanced detection of malicious emails using machine learning methods. Expert Syst. Appl. 110: 143-169 (2018) - [j86]Nathalie Japkowicz, Yuval Elovici:
Introduction to the Special Issue on Data Mining for Cybersecurity. IEEE Intell. Syst. 33(2): 3-4 (2018) - [j85]Alona Levy, Ben Nassi, Yuval Elovici, Erez Shmueli:
Handwritten Signature Verification Using Wrist-Worn Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(3): 119:1-119:26 (2018) - [j84]Omer Shwartz, Yael Mathov, Michael Bohadana, Yuval Elovici, Yossi Oren:
Reverse Engineering IoT Devices: Effective Techniques and Methods. IEEE Internet Things J. 5(6): 4965-4976 (2018) - [j83]Nir Nissim, Yuval Lapidot, Aviad Cohen, Yuval Elovici:
Trusted system-calls analysis methodology aimed at detection of compromised virtual machines using sequential mining. Knowl. Based Syst. 153: 147-175 (2018) - [j82]Yair Meidan, Michael Bohadana, Yael Mathov, Yisroel Mirsky, Asaf Shabtai, Dominik Breitenbacher, Yuval Elovici:
N-BaIoT - Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders. IEEE Pervasive Comput. 17(3): 12-22 (2018) - [j81]Dima Kagan, Yuval Elovici, Michael Fire:
Generic anomalous vertices detection utilizing a link prediction algorithm. Soc. Netw. Anal. Min. 8(1): 27 (2018) - [j80]Alfonso Iacovazzi, Sanat Sarda, Daniel Frassinelli, Yuval Elovici:
DropWat: An Invisible Network Flow Watermark for Data Exfiltration Traceback. IEEE Trans. Inf. Forensics Secur. 13(5): 1139-1154 (2018) - [c135]Sadia Afroz, Battista Biggio, Yuval Elovici, David Freeman, Asaf Shabtai:
11th International Workshop on Artificial Intelligence and Security (AISec 2018). CCS 2018: 2166-2167 - [c134]Yuval Elovici:
Session details: AI for Forensics. AISec@CCS 2018 - [c133]Neeraj Karamchandani, Vinay Sachidananda, Suhas Setikere, Jianying Zhou, Yuval Elovici:
SMuF: State Machine Based Mutational Fuzzing Framework for Internet of Things. CRITIS 2018: 101-112 - [c132]Saeid Hosseini, Hongzhi Yin, Ngai-Man Cheung, Kan Pak Leng, Yuval Elovici, Xiaofang Zhou:
Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs. DASFAA (1) 2018: 342-351 - [c131]Mordechai Guri, Yosef A. Solewicz, Yuval Elovici:
MOSQUITO: Covert Ultrasonic Transmissions Between Two Air-Gapped Computers Using Speaker-to-Speaker Communication. DSC 2018: 1-8 - [c130]Orly Stan, Adi Cohen, Yuval Elovici, Asaf Shabtai:
On the Security of MIL-STD-1553 Communication Bus. ISSA/CSITS@ESORICS 2018: 153-171 - [c129]Ron Bitton, Tomer Gluck, Orly Stan, Masaki Inokuchi, Yoshinobu Ohta, Yoshiyuki Yamada, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai:
Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation. ESORICS (1) 2018: 533-554 - [c128]Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici:
DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. ICDM 2018: 1122-1127 - [c127]Lynne Graves, Mark Yampolskiy, Wayne E. King, Sofia Belikovetsky, Yuval Elovici:
Liability Exposure when 3D-Printed Parts Fall from the Sky. Critical Infrastructure Protection 2018: 39-64 - [c126]Alfonso Iacovazzi, Sanat Sarda, Yuval Elovici:
Inflow: Inverse Network Flow Watermarking for Detecting Hidden Servers. INFOCOM 2018: 747-755 - [c125]Asaf Hecht, Adi Sagi, Yuval Elovici:
PIDS: A Behavioral Framework for Analysis and Detection of Network Printer Attacks. MALWARE 2018: 87-94 - [c124]Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Yuval Elovici, Xiaofang Zhou:
Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis. MDM 2018: 66-75 - [c123]Yisroel Mirsky, Tomer Doitshman, Yuval Elovici, Asaf Shabtai:
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection. NDSS 2018 - [c122]Mordechai Guri, Boris Zadov, Andrey Daidakulov, Yuval Elovici:
xLED: Covert Data Exfiltration from Air-Gapped Networks via Switch and Router LEDs. PST 2018: 1-12 - [c121]Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers. RAID 2018: 490-510 - [c120]Shachar Siboni, Asaf Shabtai, Yuval Elovici:
Leaking data from enterprise networks using a compromised smartwatch device. SAC 2018: 741-750 - [c119]Or Ami, Yuval Elovici, Danny Hendler:
Ransomware prevention using application authentication-based file access control. SAC 2018: 1610-1619 - [c118]Mayank Agarwal, Rami Puzis, Jawad Haj-Yahya, Polina Zilberman, Yuval Elovici:
Anti-forensic = Suspicious: Detection of Stealthy Malware that Hides Its Network Traffic. SEC 2018: 216-230 - [c117]Suhas Setikere, Vinay Sachidananda, Yuval Elovici:
Out of Kilter: Holistic Exploitation of Denial of Service in Internet of Things. SecureComm (1) 2018: 43-52 - [c116]Penny Chong, Yi Xiang Marcus Tan, Juan Guarnizo, Yuval Elovici, Alexander Binder:
Mouse Authentication Without the Temporal Aspect - What Does a 2D-CNN Learn? IEEE Symposium on Security and Privacy Workshops 2018: 15-21 - [c115]Vishal Dey, Vikramkumar Pudi, Anupam Chattopadhyay, Yuval Elovici:
Security Vulnerabilities of Unmanned Aerial Vehicles and Countermeasures: An Experimental Study. VLSID 2018: 398-403 - [e2]Sadia Afroz, Battista Biggio, Yuval Elovici, David Freeman, Asaf Shabtai:
Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, CCS 2018, Toronto, ON, Canada, October 19, 2018. ACM 2018, ISBN 978-1-4503-6004-3 [contents] - [r1]Elina Yaakobovich, Rami Puzis, Yuval Elovici:
Incentives in Collaborative Applications. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i65]Ben Nassi, Raz Ben-Netanel, Adi Shamir, Yuval Elovici:
Game of Drones - Detecting Streamed POI from Encrypted FPV Channel. CoRR abs/1801.03074 (2018) - [i64]Bronislav Sidik, Rami Puzis, Polina Zilberman, Yuval Elovici:
PALE: Partially Asynchronous Agile Leader Election. CoRR abs/1801.03734 (2018) - [i63]Tom Mahler, Nir Nissim, Erez Shalom, Israel Goldenberg, Guy Hasman, Arnon Makori, Itzik Kochav, Yuval Elovici, Yuval Shahar:
Know Your Enemy: Characteristics of Cyber-Attacks on Medical Imaging Devices. CoRR abs/1801.05583 (2018) - [i62]Mordechai Guri, Andrey Daidakulov, Yuval Elovici:
MAGNETO: Covert Channel between Air-Gapped Systems and Nearby Smartphones via CPU-Generated Magnetic Fields. CoRR abs/1802.02317 (2018) - [i61]Mordechai Guri, Boris Zadov, Andrey Daidakulov, Yuval Elovici:
ODINI : Escaping Sensitive Data from Faraday-Caged, Air-Gapped Computers via Magnetic Fields. CoRR abs/1802.02700 (2018) - [i60]Yisroel Mirsky, Tomer Doitshman, Yuval Elovici, Asaf Shabtai:
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection. CoRR abs/1802.09089 (2018) - [i59]Yisroel Mirsky, Naor Kalbo, Yuval Elovici, Asaf Shabtai:
Vesper: Using Echo-Analysis to Detect Man-in-the-Middle Attacks in LANs. CoRR abs/1803.02560 (2018) - [i58]Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici:
MOSQUITO: Covert Ultrasonic Transmissions between Two Air-Gapped Computers using Speaker-to-Speaker Communication. CoRR abs/1803.03422 (2018) - [i57]Tomer Golomb, Yisroel Mirsky, Yuval Elovici:
CIoTA: Collaborative IoT Anomaly Detection via Blockchain. CoRR abs/1803.03807 (2018) - [i56]Mordechai Guri, Boris Zadov, Dima Bykhovsky, Yuval Elovici:
PowerHammer: Exfiltrating Data from Air-Gapped Computers through Power Lines. CoRR abs/1804.04014 (2018) - [i55]Ishai Rosenberg, Asaf Shabtai, Yuval Elovici, Lior Rokach:
Low Resource Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers. CoRR abs/1804.08778 (2018) - [i54]Ivan Homoliak, Flavio Toffalini, Juan Guarnizo, Yuval Elovici, Martín Ochoa:
Insight into Insiders: A Survey of Insider Threat Taxonomies, Analysis, Modeling, and Countermeasures. CoRR abs/1805.01612 (2018) - [i53]Yair Meidan, Michael Bohadana, Yael Mathov, Yisroel Mirsky, Dominik Breitenbacher, Asaf Shabtai, Yuval Elovici:
N-BaIoT: Network-based Detection of IoT Botnet Attacks Using Deep Autoencoders. CoRR abs/1805.03409 (2018) - [i52]Asaf Hecht, Adi Sagi, Yuval Elovici:
PIDS - A Behavioral Framework for Analysis and Detection of Network Printer Attacks. CoRR abs/1806.10642 (2018) - [i51]Ben Nassi, Moshe Sror, Ido Lavi, Yair Meidan, Asaf Shabtai, Yuval Elovici:
Piping Botnet - Turning Green Technology into a Water Disaster. CoRR abs/1808.02131 (2018) - [i50]Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici:
DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. CoRR abs/1808.07632 (2018) - [i49]Ziv Katzir, Yuval Elovici:
Detecting Adversarial Perturbations Through Spatial Behavior in Activation Spaces. CoRR abs/1811.09043 (2018) - 2017
- [j79]Nir Nissim, Yuval Shahar, Yuval Elovici, George Hripcsak, Robert Moskovitch:
Inter-labeler and intra-labeler variability of condition severity classification models using active and passive learning methods. Artif. Intell. Medicine 81: 12-32 (2017) - [j78]Nir Nissim, Ran Yahalom, Yuval Elovici:
USB-based attacks. Comput. Secur. 70: 675-688 (2017) - [j77]Alfonso Iacovazzi, Yuval Elovici:
Network Flow Watermarking: A Survey. IEEE Commun. Surv. Tutorials 19(1): 512-530 (2017) - [j76]Yisroel Mirsky, Asaf Shabtai, Bracha Shapira, Yuval Elovici, Lior Rokach:
Anomaly detection for smartphone data streams. Pervasive Mob. Comput. 35: 83-107 (2017) - [j75]Abigail Paradise, Asaf Shabtai, Rami Puzis, Aviad Elyashar, Yuval Elovici, Mehran Roshandel, Christoph Peylo:
Creation and Management of Social Network Honeypots for Detecting Targeted Cyber Attacks. IEEE Trans. Comput. Soc. Syst. 4(3): 65-79 (2017) - [j74]Polina Zilberman, Rami Puzis, Yuval Elovici:
On Network Footprint of Traffic Inspection and Filtering at Global Scrubbing Centers. IEEE Trans. Dependable Secur. Comput. 14(5): 521-534 (2017) - [j73]Nir Nissim, Aviad Cohen, Yuval Elovici:
ALDOCX: Detection of Unknown Malicious Microsoft Office Documents Using Designated Active Learning Methods Based on New Structural Feature Extraction Methodology. IEEE Trans. Inf. Forensics Secur. 12(3): 631-646 (2017) - [j72]Yaniv Harel, Irad Ben-Gal, Yuval Elovici:
Cyber Security and the Role of Intelligent Systems in Addressing its Challenges. ACM Trans. Intell. Syst. Technol. 8(4): 49:1-49:12 (2017) - [j71]Mordechai Guri, Matan Monitz, Yuval Elovici:
Bridging the Air Gap between Isolated Networks and Mobile Phones in a Practical Cyber-Attack. ACM Trans. Intell. Syst. Technol. 8(4): 50:1-50:25 (2017) - [c114]Andrew Slaughter, Mark Yampolskiy, Manyalibo Matthews, Wayne E. King, Gabe Guss, Yuval Elovici:
How to Ensure Bad Quality in Metal Additive Manufacturing: In-Situ Infrared Thermography from the Security Perspective. ARES 2017: 78:1-78:10 - [c113]Omer Shwartz, Yael Mathov, Michael Bohadana, Yuval Elovici, Yossi Oren:
Opening Pandora's Box: Effective Techniques for Reverse Engineering IoT Devices. CARDIS 2017: 1-21 - [c112]Vinay Sachidananda, Shachar Siboni, Asaf Shabtai, Jinghui Toh, Suhas Bhairav, Yuval Elovici:
Let the Cat Out of the Bag: A Holistic Approach Towards Security Analysis of the Internet of Things. IoTPTS@AsiaCCS 2017: 3-10 - [c111]Juan David Guarnizo, Amit Tambe, Suman Sankar Bhunia, Martín Ochoa, Nils Ole Tippenhauer, Asaf Shabtai, Yuval Elovici:
SIPHON: Towards Scalable High-Interaction Physical Honeypots. CPSS@AsiaCCS 2017: 57-68 - [c110]Noy Hadar, Shachar Siboni, Yuval Elovici:
A Lightweight Vulnerability Mitigation Framework for IoT Devices. IoT S&P@CCS 2017: 71-75 - [c109]Mordechai Guri, Boris Zadov, Yuval Elovici:
LED-it-GO: Leaking (A Lot of) Data from Air-Gapped Computers via the (Small) Hard Drive LED. DIMVA 2017: 161-184 - [c108]Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici:
Acoustic Data Exfiltration from Speakerless Air-Gapped Computers via Covert Hard-Drive Noise ('DiskFiltration'). ESORICS (2) 2017: 98-115 - [c107]Mordechai Guri, Yisroel Mirsky, Yuval Elovici:
9-1-1 DDoS: Attacks, Analysis and Mitigation. EuroS&P 2017: 218-232 - [c106]Ron Biton, Clint Feher, Yuval Elovici, Asaf Shabtai, Gaby Shugol, Raz Tikochinski, Shachar Kur:
A Proxy-Based Solution for Securiting Remote Desktop Connections in Mission-Critical Systems. HASE 2017: 153-156 - [c105]Teoh Teik Toe, Yue Zhang, Y. Y. Nguwi, Yuval Elovici, W. L. Ng:
Analyst intuition inspired high velocity big data analysis using PCA ranked fuzzy k-means clustering with multi-layer perceptron (MLP) to obviate cyber security risk. ICNC-FSKD 2017: 1790-1793 - [c104]Teoh Teik Toe, Y. Y. Nguwi, Yuval Elovici, Ngai-Man Cheung, W. L. Ng:
Analyst intuition based Hidden Markov Model on high speed, temporal cyber security big data. ICNC-FSKD 2017: 2080-2083 - [c103]Mark Yampolskiy, Wayne E. King, Gregory Pope, Sofia Belikovetsky, Yuval Elovici:
Evaluation of Additive and Subtractive Manufacturing from the Security Perspective. Critical Infrastructure Protection 2017: 23-44 - [c102]Alfonso Iacovazzi, Daniel Frassinelli, Yuval Elovici:
On packet loss modeling: An empirical assessment. NOF 2017: 33-39 - [c101]Yair Meidan, Michael Bohadana, Asaf Shabtai, Juan David Guarnizo, Martín Ochoa, Nils Ole Tippenhauer, Yuval Elovici:
ProfilIoT: a machine learning approach for IoT device identification based on network traffic analysis. SAC 2017: 506-509 - [c100]Jinghui Toh, Muhammad Hatib, Omer Porzecanski, Yuval Elovici:
Cyber security patrol: detecting fake and vulnerable wifi-enabled printers. SAC 2017: 535-542 - [c99]Yisroel Mirsky, Tal Halpern, Rishabh Upadhyay, Sivan Toledo, Yuval Elovici:
Enhanced situation space mining for data streams. SAC 2017: 842-849 - [c98]Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles:
Scholarly Digital Libraries as a Platform for Malware Distribution. SG-CRC 2017: 107-128 - [c97]Sofia Belikovetsky, Mark Yampolskiy, Jinghui Toh, Jacob Gatlin, Yuval Elovici:
dr0wned - Cyber-Physical Attack with Additive Manufacturing. WOOT 2017 - [c96]Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici:
SPEAKE(a)R: Turn Speakers to Microphones for Fun and Profit. WOOT 2017 - [i48]Juan Guarnizo, Amit Tambe, Suman Sankar Bhunia, Martín Ochoa, Nils Ole Tippenhauer, Asaf Shabtai, Yuval Elovici:
SIPHON: Towards Scalable High-Interaction Physical Honeypots. CoRR abs/1701.02446 (2017) - [i47]Mordechai Guri, Boris Zadov, Eran Atias, Yuval Elovici:
LED-it-GO: Leaking (a lot of) Data from Air-Gapped Computers via the (small) Hard Drive LED. CoRR abs/1702.06715 (2017) - [i46]Ben Nassi, Adi Shamir, Yuval Elovici:
Oops!...I think I scanned a malware. CoRR abs/1703.07751 (2017) - [i45]Yisroel Mirsky, Mordechai Guri, Yuval Elovici:
HVACKer: Bridging the Air-Gap by Attacking the Air Conditioning System. CoRR abs/1703.10454 (2017) - [i44]Sofia Belikovetsky, Yosef A. Solewicz, Mark Yampolskiy, Jinghui Toh, Yuval Elovici:
Detecting Cyber-Physical Attacks in Additive Manufacturing using Digital Audio Signing. CoRR abs/1705.06454 (2017) - [i43]Ori Ossmy, Ofir Tam, Rami Puzis, Lior Rokach, Ohad Inbar, Yuval Elovici:
MindDesktop: a general purpose brain computer interface. CoRR abs/1705.07490 (2017) - [i42]Alfonso Iacovazzi, Sanat Sarda, Daniel Frassinelli, Yuval Elovici:
DROPWAT: an Invisible Network Flow Watermark for Data Exfiltration Traceback. CoRR abs/1705.09460 (2017) - [i41]Mordechai Guri, Boris Zadov, Andrey Daidakulov, Yuval Elovici:
xLED: Covert Data Exfiltration from Air-Gapped Networks via Router LEDs. CoRR abs/1706.01140 (2017) - [i40]Orly Stan, Yuval Elovici, Asaf Shabtai, Gaby Shugol, Raz Tikochinski, Shachar Kur:
Protecting Military Avionics Platforms from Attacks on MIL-STD-1553 Communication Bus. CoRR abs/1707.05032 (2017) - [i39]Ishai Rosenberg, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Generic Black-Box End-to-End Attack against RNNs and Other API Calls Based Malware Classifiers. CoRR abs/1707.05970 (2017) - [i38]Eitam Sheetrit, Nir Nissim, Denis Klimov, Lior Fuchs, Yuval Elovici, Yuval Shahar:
Temporal Pattern Discovery for Accurate Sepsis Diagnosis in ICU Patients. CoRR abs/1709.01720 (2017) - [i37]Samuel Bennett Moore, Jacob Gatlin, Sofia Belikovetsky, Mark Yampolskiy, Wayne E. King, Yuval Elovici:
Power Consumption-based Detection of Sabotage Attacks in Additive Manufacturing. CoRR abs/1709.01822 (2017) - [i36]Yair Meidan, Michael Bohadana, Asaf Shabtai, Martín Ochoa, Nils Ole Tippenhauer, Juan David Guarnizo, Yuval Elovici:
Detection of Unauthorized IoT Devices Using Machine Learning Techniques. CoRR abs/1709.04647 (2017) - [i35]Mordechai Guri, Dima Bykhovsky, Yuval Elovici:
aIR-Jumper: Covert Air-Gap Exfiltration/Infiltration via Security Cameras & Infrared (IR). CoRR abs/1709.05742 (2017) - 2016
- [j70]Aviad Elyashar, Michael Fire, Dima Kagan, Yuval Elovici:
Guided socialbots: Infiltrating the social networks of specific organizations' employees. AI Commun. 29(1): 87-106 (2016) - [j69]Daniel Dor, Yuval Elovici:
A model of the information security investment decision-making process. Comput. Secur. 63: 1-13 (2016) - [j68]Rami Puzis, Dov Shirtz, Yuval Elovici:
A particle swarm model for estimating reliability and scheduling system maintenance. Enterp. Inf. Syst. 10(4): 349-377 (2016) - [j67]Aviad Cohen, Nir Nissim, Lior Rokach, Yuval Elovici:
SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods. Expert Syst. Appl. 63: 324-343 (2016) - [j66]Olga Peled, Michael Fire, Lior Rokach, Yuval Elovici:
Matching entities across online social networks. Neurocomputing 210: 91-106 (2016) - [j65]Eitan Menahem, Alon Schclar, Lior Rokach, Yuval Elovici:
XML-AD: Detecting anomalous patterns in XML documents. Inf. Sci. 326: 71-88 (2016) - [j64]Nir Nissim, Mary Regina Boland, Nicholas P. Tatonetti, Yuval Elovici, George Hripcsak, Yuval Shahar, Robert Moskovitch:
Improving condition severity classification with an efficient active learning based framework. J. Biomed. Informatics 61: 44-54 (2016) - [j63]Nir Nissim, Robert Moskovitch, Oren Bar-Ad, Lior Rokach, Yuval Elovici:
ALDROID: efficient update of Android anti-virus software using designated active learning methods. Knowl. Inf. Syst. 49(3): 795-833 (2016) - [j62]Nir Nissim, Aviad Cohen, Robert Moskovitch, Asaf Shabtai, Matan Edri, Oren Bar-Ad, Yuval Elovici:
Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework. Secur. Informatics 5(1): 1 (2016) - [j61]Asaf Shabtai, Maya Bercovitch, Lior Rokach, Ya'akov (Kobi) Gal, Yuval Elovici, Erez Shmueli:
Behavioral Study of Users When Interacting with Active Honeytokens. ACM Trans. Inf. Syst. Secur. 18(3): 9:1-9:21 (2016) - [j60]Shachar Siboni, Asaf Shabtai, Nils Ole Tippenhauer, Jemin Lee, Yuval Elovici:
Advanced Security Testbed Framework for Wearable IoT Devices. ACM Trans. Internet Techn. 16(4): 26:1-26:25 (2016) - [c95]Yisroel Mirsky, Asaf Shabtai, Lior Rokach, Bracha Shapira, Yuval Elovici:
SherLock vs Moriarty: A Smartphone Dataset for Cybersecurity Research. AISec@CCS 2016: 1-12 - [c94]Vinay Sachidananda, Jinghui Toh, Shachar Siboni, Asaf Shabtai, Yuval Elovici:
POSTER: Towards Exposing Internet of Things: A Roadmap. CCS 2016: 1820-1822 - [c93]Mordechai Guri, Eyal Shemer, Dov Shirtz, Yuval Elovici:
Personal Information Leakage During Password Recovery of Internet Services. EISIC 2016: 136-139 - [c92]Mordechai Guri, Matan Monitz, Yuval Elovici:
AuthentIx: Detecting Anonymized Attacks via Automated Authenticity Profiling. FNSS 2016: 1-11 - [c91]Mordechai Guri, Matan Monitz, Yuval Elovici:
USBee: Air-gap covert-channel via electromagnetic emission from USB. PST 2016: 264-268 - [c90]Mordechai Guri, Ofer Hasson, Gabi Kedma, Yuval Elovici:
An optical covert-channel to leak data through an air-gap. PST 2016: 642-649 - [i34]Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici:
Fansmitter: Acoustic Data Exfiltration from (Speakerless) Air-Gapped Computers. CoRR abs/1606.05915 (2016) - [i33]Mordechai Guri, Ofer Hasson, Gabi Kedma, Yuval Elovici:
VisiSploit: An Optical Covert-Channel to Leak Data through an Air-Gap. CoRR abs/1607.03946 (2016) - [i32]Mordechai Guri, Eyal Shemer, Dov Shirtz, Yuval Elovici:
Personal Information Leakage During Password Recovery of Internet Services. CoRR abs/1608.01492 (2016) - [i31]Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici:
DiskFiltration: Data Exfiltration from Speakerless Air-Gapped Computers via Covert Hard Drive Noise. CoRR abs/1608.03431 (2016) - [i30]Mordechai Guri, Matan Monitz, Yuval Elovici:
USBee: Air-Gap Covert-Channel via Electromagnetic Emission from USB. CoRR abs/1608.08397 (2016) - [i29]Sofia Belikovetsky, Mark Yampolskiy, Jinghui Toh, Yuval Elovici:
dr0wned - Cyber-Physical Attack with Additive Manufacturing. CoRR abs/1609.00133 (2016) - [i28]Mordechai Guri, Yisroel Mirsky, Yuval Elovici:
9-1-1 DDoS: Threat, Analysis and Mitigation. CoRR abs/1609.02353 (2016) - [i27]Shachar Siboni, Vinay Sachidananda, Asaf Shabtai, Yuval Elovici:
Security Testbed for the Internet of Things. CoRR abs/1610.05971 (2016) - [i26]Dima Kagan, Michael Fire, Yuval Elovici:
Unsupervised Anomalous Vertices Detection Utilizing Link Prediction Algorithms. CoRR abs/1610.07525 (2016) - [i25]Mordechai Guri, Yosef A. Solewicz, Andrey Daidakulov, Yuval Elovici:
SPEAKE(a)R: Turn Speakers to Microphones for Fun and Profit. CoRR abs/1611.07350 (2016) - [i24]Ben Nassi, Lior Rokach, Yuval Elovici:
Virtual Breathalyzer. CoRR abs/1612.05083 (2016) - [i23]Ben Nassi, Alona Levy, Yuval Elovici, Erez Shmueli:
Handwritten Signature Verification Using Hand-Worn Devices. CoRR abs/1612.06305 (2016) - 2015
- [j59]Rami Puzis, Yuval Elovici, Polina Zilberman, Shlomi Dolev, Ulrik Brandes:
Topology manipulations for speeding betweenness centrality computation. J. Complex Networks 3(1): 84-112 (2015) - [j58]Nir Nissim, Aviad Cohen, Chanan Glezer, Yuval Elovici:
Detection of malicious PDF files and directions for enhancements: A state-of-the art survey. Comput. Secur. 48: 246-266 (2015) - [j57]Michael Fire, Yuval Elovici:
Data Mining of Online Genealogy Datasets for Revealing Lifespan Patterns in Human Population. ACM Trans. Intell. Syst. Technol. 6(2): 28:1-28:22 (2015) - [c89]Nir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar, George Hripcsak:
An Active Learning Framework for Efficient Condition Severity Classification. AIME 2015: 13-24 - [c88]Mordechai Guri, Matan Monitz, Yisroel Mirski, Yuval Elovici:
BitWhisper: Covert Signaling Channel between Air-Gapped Computers Using Thermal Manipulations. CSF 2015: 276-289 - [c87]Nir Nissim, Aviad Cohen, Yuval Elovici:
Boosting the Detection of Malicious Documents Using Designated Active Learning Methods. ICMLA 2015: 760-765 - [c86]Yisroel Mirsky, Bracha Shapira, Lior Rokach, Yuval Elovici:
pcStream: A Stream Clustering Algorithm for Dynamically Detecting and Managing Temporal Contexts. PAKDD (2) 2015: 119-133 - [c85]Yisroel Mirsky, Aviad Cohen, Roni Stern, Ariel Felner, Lior Rokach, Yuval Elovici, Bracha Shapira:
Search Problems in the Domain of Multiplication: Case Study on Anomaly Detection Using Markov Chains. SOCS 2015: 70-77 - [c84]Mordechai Guri, Yuri Poliak, Bracha Shapira, Yuval Elovici:
JoKER: Trusted Detection of Kernel Rootkits in Android Devices via JTAG Interface. TrustCom/BigDataSE/ISPA (1) 2015: 65-73 - [c83]Mordechai Guri, Assaf Kachlon, Ofer Hasson, Gabi Kedma, Yisroel Mirsky, Yuval Elovici:
GSMem: Data Exfiltration from Air-Gapped Computers over GSM Frequencies. USENIX Security Symposium 2015: 849-864 - [p4]Rami Puzis, Yuval Elovici:
Active Discovery of Hidden Profiles in Social Networks Using Malware. Cyber Warfare 2015: 221-235 - [i22]Asaf Shabtai, Dudu Mimran, Yuval Elovici:
Evaluation of Security Solutions for Android Systems. CoRR abs/1502.04870 (2015) - [i21]Mordechai Guri, Matan Monitz, Yisroel Mirski, Yuval Elovici:
BitWhisper: Covert Signaling Channel between Air-Gapped Computers using Thermal Manipulations. CoRR abs/1503.07919 (2015) - [i20]Mordechai Guri, Yuri Poliak, Bracha Shapira, Yuval Elovici:
JoKER: Trusted Detection of Kernel Rootkits in Android Devices via JTAG Interface. CoRR abs/1512.04116 (2015) - 2014
- [j56]Asaf Shabtai, Lena Tenenboim-Chekina, Dudu Mimran, Lior Rokach, Bracha Shapira, Yuval Elovici:
Mobile malware detection through analysis of deviations in application network behavior. Comput. Secur. 43: 1-18 (2014) - [j55]Erez Shmueli, Ronen Vaisenberg, Ehud Gudes, Yuval Elovici:
Implementing a database encryption solution, design and implementation issues. Comput. Secur. 44: 33-50 (2014) - [j54]Michael Fire, Roy Goldschmidt, Yuval Elovici:
Online Social Networks: Threats and Solutions. IEEE Commun. Surv. Tutorials 16(4): 2019-2036 (2014) - [j53]Nir Nissim, Robert Moskovitch, Lior Rokach, Yuval Elovici:
Novel active learning methods for enhanced PC malware detection in windows OS. Expert Syst. Appl. 41(13): 5843-5857 (2014) - [j52]Gilad Katz, Yuval Elovici, Bracha Shapira:
CoBAn: A context based model for data leakage prevention. Inf. Sci. 262: 137-158 (2014) - [j51]Yuval Elovici, Michael Fire, Amir Herzberg, Haya Schulmann:
Ethical Considerations when Employing Fake Identities in Online Social Networks for Research. Sci. Eng. Ethics 20(4): 1027-1043 (2014) - [j50]Michael Fire, Dima Kagan, Aviad Elyashar, Yuval Elovici:
Friend or foe? Fake profile identification in online social networks. Soc. Netw. Anal. Min. 4(1): 194 (2014) - [j49]Ma'ayan Dror, Asaf Shabtai, Lior Rokach, Yuval Elovici:
OCCT: A One-Class Clustering Tree for Implementing One-to-Many Data Linkage. IEEE Trans. Knowl. Data Eng. 26(3): 682-697 (2014) - [c82]Gabi Nakibly, Adi Sosnovich, Eitan Menahem, Ariel Waizel, Yuval Elovici:
OSPF vulnerability to persistent poisoning attacks: a systematic analysis. ACSAC 2014: 336-345 - [c81]Asaf Shabtai, Yuval Elovici:
POSTER: Misuseablity Analysis for IT Infrastructure. CCS 2014: 1496-1498 - [c80]Mordechai Guri, Anatoly Krasner, Yuval Elovici:
Peers-Based Location of Mobile Devices. FCC 2014: 439-445 - [c79]Nir Nissim, Aviad Cohen, Robert Moskovitch, Asaf Shabtai, Mattan Edry, Oren Bar-Ad, Yuval Elovici:
ALPD: Active Learning Framework for Enhancing the Detection of Malicious PDF Files. JISIC 2014: 91-98 - [c78]Mordechai Guri, Gabi Kedma, Boris Zadov, Yuval Elovici:
Trusted Detection of Sensitive Activities on Mobile Phones Using Power Consumption Measurements. JISIC 2014: 145-151 - [c77]Mordechai Guri, Gabi Kedma, Assaf Kachlon, Yuval Elovici:
Resilience of Anti-malware Programs to Naïve Modifications of Malicious Binaries. JISIC 2014: 152-159 - [c76]Vitali Sepetnitsky, Mordechai Guri, Yuval Elovici:
Exfiltration of Information from Air-Gapped Machines Using Monitor's LED Indicator. JISIC 2014: 264-267 - [c75]Mordechai Guri, Gabi Kedma, Assaf Kachlon, Yuval Elovici:
AirHopper: Bridging the air-gap between isolated networks and mobile phones using radio frequencies. MALWARE 2014: 58-67 - [c74]Mordechai Guri, Gabi Kedma, Buky Carmeli, Yuval Elovici:
Limiting access to unintentionally leaked sensitive documents using malware signatures. SACMAT 2014: 129-140 - [i19]Yuval Elovici, Lior Rokach:
Reaction to New Security Threat Class. CoRR abs/1406.3110 (2014) - [i18]Michael Fire, Thomas Chesney, Yuval Elovici:
Quantitative Analysis of Genealogy Using Digitised Family Trees. CoRR abs/1408.5571 (2014) - [i17]Olga Peled, Michael Fire, Lior Rokach, Yuval Elovici:
Matching Entities Across Online Social Networks. CoRR abs/1410.6717 (2014) - [i16]Mordechai Guri, Gabi Kedma, Assaf Kachlon, Yuval Elovici:
AirHopper: Bridging the Air-Gap between Isolated Networks and Mobile Phones using Radio Frequencies. CoRR abs/1411.0237 (2014) - 2013
- [j48]Yael Weiss, Yuval Elovici, Lior Rokach:
The CASH algorithm-cost-sensitive attribute selection using histograms. Inf. Sci. 222: 247-268 (2013) - [j47]Yuval Elovici, Lior Rokach, Sahin Albayrak:
Guest editorial: Special issue on data mining for information security. Inf. Sci. 231: 1-3 (2013) - [j46]Polina Zilberman, Gilad Katz, Asaf Shabtai, Yuval Elovici:
Analyzing group E-mail exchange to detect data leakage. J. Assoc. Inf. Sci. Technol. 64(9): 1780-1790 (2013) - [j45]Rami Puzis, Yaniv Altshuler, Yuval Elovici, Shlomo Bekhor, Yoram Shiftan, Alex Pentland:
Augmented Betweenness Centrality for Environmentally Aware Traffic Monitoring in Transportation Networks. J. Intell. Transp. Syst. 17(1): 91-105 (2013) - [j44]Michael Fire, Lena Tenenboim-Chekina, Rami Puzis, Ofrit Lesser, Lior Rokach, Yuval Elovici:
Computationally efficient link prediction in a variety of social networks. ACM Trans. Intell. Syst. Technol. 5(1): 10:1-10:25 (2013) - [j43]Asaf Shabtai, Maya Bercovitch, Lior Rokach, Yuval Elovici:
Optimizing Data Misuse Detection. ACM Trans. Knowl. Discov. Data 8(3): 16:1-16:23 (2013) - [c73]Aviad Elyashar, Michael Fire, Dima Kagan, Yuval Elovici:
Homing socialbots: intrusion on a specific organization's employee using Socialbots. ASONAM 2013: 1358-1365 - [c72]Asaf Shabtai, Idan Morad, Eyal Kolman, Ereli Eran, Alex Vaystikh, Eyal Gruss, Lior Rokach, Yuval Elovici:
IP2User - Identifying the Username of an IP Address in Network-Related Events. BigData Congress 2013: 435-436 - [c71]Ron Begleiter, Yuval Elovici, Yona Hollander, Ori Mendelson, Lior Rokach, Roi Saltzman:
A fast and scalable method for threat detection in large-scale DNS logs. IEEE BigData 2013: 738-741 - [c70]Eitan Menahem, Yuval Elovici, Nir Amar, Gabi Nakibly:
ACTIDS: an active strategy for detecting and localizing network attacks. AISec 2013: 55-66 - [c69]Eitan Menahem, Lior Rokach, Yuval Elovici:
Combining one-class classifiers via meta learning. CIKM 2013: 2435-2440 - [c68]Shlomi Dolev, Idan Heimlich Shtacher, Bracha Shapira, Yuval Elovici, Guy Messalem, Dudu Mimran, Marina Kopeetsky:
Exploiting simultaneous usage of different wireless interfaces for security and mobility. FGCT 2013: 21-26 - [c67]Gabi Kedma, Mordechai Guri, Tom Sela, Yuval Elovici:
Analyzing users' web surfing patterns to trace terrorists and criminals. ISI 2013: 143-145 - [c66]Ariel Bar, Dudu Mimran, Lena Chekina, Yuval Elovici, Bracha Shapira:
Nesto - Network selection and traffic offloading system for android mobile devices. IWCMC 2013: 337-342 - [c65]Mordechai Guri, Gabi Kedma, Tom Sela, Buky Carmeli, Amit Rosner, Yuval Elovici:
Noninvasive detection of anti-forensic malware. MALWARE 2013: 1-10 - [c64]Ofrit Lesser, Lena Tenenboim-Chekina, Lior Rokach, Yuval Elovici:
Intruder or Welcome Friend: Inferring Group Membership in Online Social Networks. SBP 2013: 368-376 - [c63]Yaniv Altshuler, Michael Fire, Nadav Aharony, Zeev Volkovich, Yuval Elovici, Alex Pentland:
Trade-Offs in Social and Behavioral Modeling in Mobile Networks. SBP 2013: 412-423 - [c62]Yaniv Altshuler, Michael Fire, Erez Shmueli, Yuval Elovici, Alfred M. Bruckstein, Alex Pentland, David Lazer:
Detecting Anomalous Behaviors Using Structural Properties of Social Networks. SBP 2013: 433-440 - [c61]Olga Peled, Michael Fire, Lior Rokach, Yuval Elovici:
Entity Matching in Online Social Networks. SocialCom 2013: 339-344 - [i15]Michael Fire, Rami Puzis, Yuval Elovici:
Organization Mining Using Online Social Networks. CoRR abs/1303.3741 (2013) - [i14]Michael Fire, Dima Kagan, Aviad Elyashar, Yuval Elovici:
Friend or Foe? Fake Profile Identification in Online Social Networks. CoRR abs/1303.3751 (2013) - [i13]Michael Fire, Roy Goldschmidt, Yuval Elovici:
Online Social Networks: Threats and Solutions Survey. CoRR abs/1303.3764 (2013) - [i12]Eitan Menahem, Gabi Nakibly, Yuval Elovici:
ACTIDS: An Active Strategy For Detecting And Localizing Network Attacks. CoRR abs/1306.4845 (2013) - [i11]Dima Kagan, Michael Fire, Aviad Elyashar, Yuval Elovici:
Facebook Applications' Installation and Removal: A Temporal Analysis. CoRR abs/1309.4067 (2013) - [i10]Yuval Elovici, Michael Fire, Amir Herzberg, Haya Schulmann:
Ethical Considerations when Employing Fake Identities in OSN for Research. CoRR abs/1310.1651 (2013) - [i9]Michael Fire, Yuval Elovici:
Data Mining of Online Genealogy Datasets for Revealing Lifespan Patterns in Human Population. CoRR abs/1311.4276 (2013) - 2012
- [b1]Asaf Shabtai, Yuval Elovici, Lior Rokach:
A Survey of Data Leakage Detection and Prevention Solutions. Springer Briefs in Computer Science, Springer 2012, ISBN 978-1-4614-2052-1, pp. i-viii, 1-92 - [j42]Clint Feher, Yuval Elovici, Robert Moskovitch, Lior Rokach, Alon Schclar:
User identity verification via mouse dynamics. Inf. Sci. 201: 19-36 (2012) - [j41]Asaf Shabtai, Uri Kanonov, Yuval Elovici, Chanan Glezer, Yael Weiss:
"Andromaly": a behavioral malware detection framework for android devices. J. Intell. Inf. Syst. 38(1): 161-190 (2012) - [j40]Asaf Shabtai, Yuval Shahar, Yuval Elovici:
A distributed architecture for efficient parallelization and computation of knowledge-based temporal abstractions. J. Intell. Inf. Syst. 39(1): 249-286 (2012) - [j39]Nir Nissim, Robert Moskovitch, Lior Rokach, Yuval Elovici:
Detecting unknown computer worm activity via support vector machines and active learning. Pattern Anal. Appl. 15(4): 459-475 (2012) - [j38]Asaf Shabtai, Robert Moskovitch, Clint Feher, Shlomi Dolev, Yuval Elovici:
Detecting unknown malicious code by applying classification techniques on OpCode patterns. Secur. Informatics 1(1): 1 (2012) - [j37]Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici:
M-Score: A Misuseability Weight Measure. IEEE Trans. Dependable Secur. Comput. 9(3): 414-428 (2012) - [j36]Alon Schclar, Lior Rokach, Adi Abramson, Yuval Elovici:
User Authentication Based on Representative Users. IEEE Trans. Syst. Man Cybern. Part C 42(6): 1669-1678 (2012) - [c60]Michael Fire, Gilad Katz, Yuval Elovici, Bracha Shapira, Lior Rokach:
Predicting Student Exam's Scores by Analyzing Social Network Data. AMT 2012: 584-595 - [c59]Eitan Menahem, Gabi Nakibly, Yuval Elovici:
Network-based intrusion detection systems go active! CCS 2012: 1004-1006 - [c58]Eitan Menahem, Rami Puzis, Yuval Elovici:
Detecting Spammers via Aggregated Historical Data Set. NSS 2012: 248-262 - [c57]Yaniv Altshuler, Michael Fire, Nadav Aharony, Yuval Elovici, Alex Pentland:
How Many Makes a Crowd? On the Evolution of Learning as a Factor of Community Coverage. SBP 2012: 43-52 - [c56]Rami Puzis, Polina Zilberman, Yuval Elovici, Shlomi Dolev, Ulrik Brandes:
Heuristics for Speeding Up Betweenness Centrality Computation. SocialCom/PASSAT 2012: 302-311 - [c55]Yaniv Altshuler, Nadav Aharony, Michael Fire, Yuval Elovici, Alex Pentland:
Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data. SocialCom/PASSAT 2012: 969-974 - [c54]Aviad Elyashar, Michael Fire, Dima Kagan, Yuval Elovici:
Organizational Intrusion: Organization Mining Using Socialbots. SocialInformatics 2012: 7-12 - [i8]Lena Chekina, Dudu Mimran, Lior Rokach, Yuval Elovici, Bracha Shapira:
Detection of Deviations in Mobile Applications Network Behavior. CoRR abs/1208.0564 (2012) - [i7]Eitan Menahem, Alon Schclar, Lior Rokach, Yuval Elovici:
Securing Your Transactions: Detecting Anomalous Patterns In XML Documents. CoRR abs/1209.1797 (2012) - 2011
- [j35]Yaniv Altshuler, Nadav Aharony, Alex Pentland, Yuval Elovici, Manuel Cebrián:
Stealing Reality: When Criminals Become Data Scientists (or Vice Versa). IEEE Intell. Syst. 26(6): 22-30 (2011) - [j34]Shlomi Dolev, Yuval Elovici, Alexander Kesselman, Polina Zilberman:
Trawling Traffic under Attack Overcoming DDoS Attacks by Target-Controlled Traffic Filtering. Int. J. Found. Comput. Sci. 22(5): 1073-1098 (2011) - [j33]Dov Shirtz, Yuval Elovici:
Optimizing Investment Decisions in Selecting Information Security Remedies. Inf. Manag. Comput. Secur. 19(2): 95-112 (2011) - [j32]Asaf Shabtai, Dennis Potashnik, Yuval Fledel, Robert Moskovitch, Yuval Elovici:
Monitoring, analysis, and filtering system for purifying network traffic of known and unknown malicious content. Secur. Commun. Networks 4(8): 947-965 (2011) - [j31]Rami Puzis, Meytal Tubi, Yuval Elovici, Chanan Glezer, Shlomi Dolev:
A Decision Support System for Placement of Intrusion Detection and Prevention Devices in Large-Scale Networks. ACM Trans. Model. Comput. Simul. 22(1): 5:1-5:26 (2011) - [j30]Asaf Shabtai, Eitan Menahem, Yuval Elovici:
F-Sign: Automatic, Function-Based Signature Generation for Malware. IEEE Trans. Syst. Man Cybern. Part C 41(4): 494-508 (2011) - [c53]Ma'ayan Gafny, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Poster: applying unsupervised context-based analysis for detecting unauthorized data disclosure. CCS 2011: 765-768 - [c52]Talya Porat, Inbal Rief, Rami Puzis, Yuval Elovici:
LoOkie - it feels like being there. CHI Extended Abstracts 2011: 1873-1878 - [c51]Ori Ossmy, Ofir Tam, Rami Puzis, Lior Rokach, Ohad Inbar, Yuval Elovici:
MindDesktop - Computer Accessibility for Severely Handicapped. ICEIS (4) 2011: 316-320 - [c50]Polina Zilberman, Shlomi Dolev, Gilad Katz, Yuval Elovici, Asaf Shabtai:
Analyzing group communication for preventing data leakage via email. ISI 2011: 37-41 - [c49]Maya Bercovitch, Meir Renford, Lior Hasson, Asaf Shabtai, Lior Rokach, Yuval Elovici:
HoneyGen: An automated honeytokens generator. ISI 2011: 131-136 - [c48]Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Dynamic Sensitivity-Based Access Control. ISI 2011: 201-203 - [c47]Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Eliciting domain expert misuseability conceptions. K-CAP 2011: 193-194 - [c46]Michael Fire, Lena Tenenboim, Ofrit Lesser, Rami Puzis, Lior Rokach, Yuval Elovici:
Link Prediction in Social Networks Using Computationally Efficient Topological Features. SocialCom/PASSAT 2011: 73-80 - [c45]Ofer Hermoni, Niv Gilboa, Eyal Felstaine, Yuval Elovici, Shlomi Dolev:
Rendezvous Tunnel for Anonymous Publishing: Clean Slate and Tor Based Designs. SSS 2011: 223-237 - [c44]Boris Rozenberg, Ehud Gudes, Yuval Elovici, Yuval Fledel:
A Method for Detecting Unknown Malicious Executables. TrustCom 2011: 190-196 - [i6]Yaniv Altshuler, Nadav Aharony, Michael Fire, Yuval Elovici, Alex Pentland:
Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data. CoRR abs/1111.4645 (2011) - [i5]Eitan Menahem, Lior Rokach, Yuval Elovici:
Combining One-Class Classifiers via Meta-Learning. CoRR abs/1112.5246 (2011) - 2010
- [j29]Asaf Shabtai, Yuval Fledel, Uri Kanonov, Yuval Elovici, Shlomi Dolev, Chanan Glezer:
Google Android: A Comprehensive Security Assessment. IEEE Secur. Priv. 8(2): 35-44 (2010) - [j28]Asaf Shabtai, Yuval Fledel, Yuval Elovici:
Securing Android-Powered Mobile Devices Using SELinux. IEEE Secur. Priv. 8(3): 36-44 (2010) - [j27]Shlomi Dolev, Yuval Elovici, Rami Puzis:
Routing betweenness centrality. J. ACM 57(4): 25:1-25:27 (2010) - [j26]Yuval Elovici, Bracha Shapira, Mark Last, Omer Zaafrany, Menahem Friedman, Moti Schneider, Abraham Kandel:
Detection of access to terror-related Web sites using an Advanced Terror Detection System (ATDS). J. Assoc. Inf. Sci. Technol. 61(2): 405-418 (2010) - [j25]Asaf Shabtai, Uri Kanonov, Yuval Elovici:
Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method. J. Syst. Softw. 83(8): 1524-1537 (2010) - [j24]Slava Kisilevich, Lior Rokach, Yuval Elovici, Bracha Shapira:
Efficient Multidimensional Suppression for K-Anonymity. IEEE Trans. Knowl. Data Eng. 22(3): 334-347 (2010) - [j23]Gil Tahan, Chanan Glezer, Yuval Elovici, Lior Rokach:
Auto-Sign: an automatic signature generator for high-speed malware filtering devices. J. Comput. Virol. 6(2): 91-103 (2010) - [j22]Asaf Shabtai, Yuval Fledel, Yuval Elovici, Yuval Shahar:
Using the KBTA method for inferring computer and network security alerts from time-stamped, raw system metrics. J. Comput. Virol. 6(3): 239-259 (2010) - [c43]Ma'ayan Gafny, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Detecting data misuse by applying context-based data linkage. Insider Threats@CCS 2010: 3-12 - [c42]Amir Harel, Asaf Shabtai, Lior Rokach, Yuval Elovici:
M-score: estimating the potential damage of data leakage incident by assigning misuseability weight. Insider Threats@CCS 2010: 13-20 - [c41]Ofer Hermoni, Niv Gilboa, Eyal Felstaine, Yuval Elovici, Shlomi Dolev:
Rendezvous tunnel for anonymous publishing. CCS 2010: 690-692 - [c40]Asaf Shabtai, Yuval Fledel, Yuval Elovici:
Automated Static Code Analysis for Classifying Android Applications Using Machine Learning. CIS 2010: 329-333 - [c39]Tomer Shimshon, Robert Moskovitch, Lior Rokach, Yuval Elovici:
Continuous Verification Using Keystroke Dynamics. CIS 2010: 411-415 - [c38]Emily Rozenshine-Kemelmakher, Rami Puzis, Ariel Felner, Yuval Elovici:
Cost Benefit Deployment of DNIPS. ICC 2010: 1-5 - [c37]Yael Weiss, Yuval Fledel, Yuval Elovici, Lior Rokach:
Cost-Sensitive Detection of Malicious Applications in Mobile Devices. MobiCASE 2010: 382-395 - [c36]Yuval Fledel, Asaf Shabtai, Dennis Potashnik, Yuval Elovici:
Google Android: An Updated Security Review. MobiCASE 2010: 401-414 - [c35]Asaf Shabtai, Yuval Elovici:
Applying Behavioral Detection on Android-Based Devices. MOBILWARE 2010: 235-249 - [p3]Rami Puzis, Meytal Tubi, Yuval Elovici:
Optimizing Targeting of Intrusion Detection Systems in Social Networks. Handbook of Social Network Technologies 2010: 549-568 - [e1]Nadav Aharony, Yaniv Altshuler, Yuval Elovici:
2010 Workshop on Collaborative Methods for Security and Privacy, CollSec'10, Washington, D.C., USA, August 10, 2010. USENIX Association 2010 [contents] - [i4]Yaniv Altshuler, Shlomi Dolev, Yuval Elovici:
Efficient Collaborative Application Monitoring Scheme for Mobile Networks. CoRR abs/1009.1132 (2010) - [i3]Yaniv Altshuler, Nadav Aharony, Yuval Elovici, Alex Pentland, Manuel Cebrián:
Stealing Reality. CoRR abs/1010.1028 (2010)
2000 – 2009
- 2009
- [j21]Eitan Menahem, Asaf Shabtai, Lior Rokach, Yuval Elovici:
Improving malware detection by applying multi-inducer ensemble. Comput. Stat. Data Anal. 53(4): 1483-1494 (2009) - [j20]Rami Puzis, Dana Yagil, Yuval Elovici, Dan Braha:
Collaborative attack on Internet users' anonymity. Internet Res. 19(1): 60-77 (2009) - [j19]Shlomi Dolev, Yuval Elovici, Rami Puzis, Polina Zilberman:
Incremental deployment of network monitors based on Group Betweenness Centrality. Inf. Process. Lett. 109(20): 1172-1176 (2009) - [j18]Eitan Menahem, Lior Rokach, Yuval Elovici:
Troika - An improved stacking schema for classification tasks. Inf. Sci. 179(24): 4097-4122 (2009) - [j17]Asaf Shabtai, Robert Moskovitch, Yuval Elovici, Chanan Glezer:
Detection of malicious code by applying machine learning classifiers on static features: A state-of-the-art survey. Inf. Secur. Tech. Rep. 14(1): 16-29 (2009) - [j16]Dima Stopel, Robert Moskovitch, Zvi Boger, Yuval Shahar, Yuval Elovici:
Using artificial neural networks to detect unknown computer worms. Neural Comput. Appl. 18(7): 663-674 (2009) - [j15]Alexander Binun, Bracha Shapira, Yuval Elovici:
A decision theoretic approach to combining information filtering. Online Inf. Rev. 33(5): 920-942 (2009) - [j14]Erez Shmueli, Ronen Vaisenberg, Yuval Elovici, Chanan Glezer:
Database encryption: an overview of contemporary challenges and design considerations. SIGMOD Rec. 38(3): 29-34 (2009) - [j13]Robert Moskovitch, Dima Stopel, Clint Feher, Nir Nissim, Nathalie Japkowicz, Yuval Elovici:
Unknown malcode detection and the imbalance problem. J. Comput. Virol. 5(4): 295-308 (2009) - [c34]Robert Moskovitch, Clint Feher, Arik Messerman, Niklas Kirschnick, Tarik Mustafic, Seyit Ahmet Çamtepe, Bernhard Löhlein, Ulrich Heister, Sebastian Möller, Lior Rokach, Yuval Elovici:
Identity theft, computers and behavioral biometrics. ISI 2009: 155-160 - [c33]Boris Rozenberg, Ehud Gudes, Yuval Elovici:
SISR - A New Model for Epidemic Spreading of Electronic Threats. ISC 2009: 242-249 - [c32]Erez Shmueli, Alexander Kruglov, Rami Puzis, Yuval Elovici, Roman Englert, Chanan Glezer:
An Attentive Digital Signage System. MuC (Workshopband) 2009: 10-15 - [c31]Robert Moskovitch, Clint Feher, Yuval Elovici:
A Chronological Evaluation of Unknown Malcode Detection. PAISI 2009: 112-117 - [c30]Shlomi Dolev, Yuval Elovici, Alexander Kesselman, Polina Zilberman:
Trawling Traffic under Attack, Overcoming DDoS Attacks by Target-Controlled Traffic Filtering. PDCAT 2009: 336-341 - [c29]Asaf Shabtai, Uri Kanonov, Yuval Elovici:
Detection, Alert and Response to Malicious Behavior in Mobile Devices: Knowledge-Based Approach. RAID 2009: 357-358 - [c28]Boris Rozenberg, Ehud Gudes, Yuval Elovici, Yuval Fledel:
Method for Detecting Unknown Malicious Executables. RAID 2009: 376-377 - [p2]Lior Rokach, Yuval Elovici:
An Overview of IDS Using Anomaly Detection. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 384-394 - [i2]Shlomi Dolev, Yuval Elovici, Rami Puzis, Polina Zilberman:
Incremental Deployment of Network Monitors Based on Group Betweenness Centrality. CoRR abs/0904.0352 (2009) - [i1]Asaf Shabtai, Yuval Fledel, Uri Kanonov, Yuval Elovici, Shlomi Dolev:
Google Android: A State-of-the-Art Review of Security Mechanisms. CoRR abs/0912.5101 (2009) - 2008
- [j12]Robert Moskovitch, Yuval Elovici, Lior Rokach:
Detection of unknown computer worms based on behavioral classification of the host. Comput. Stat. Data Anal. 52(9): 4544-4566 (2008) - [c27]Boris Rozenberg, Ehud Gudes, Yuval Elovici:
A Distributed Framework for the Detection of New Worm-Related Malware. EuroISI 2008: 179-190 - [c26]Rami Puzis, Marius David Klippel, Yuval Elovici, Shlomi Dolev:
Optimization of NIDS Placement for Protection of Intercommunicating Critical Infrastructures. EuroISI 2008: 191-203 - [c25]Robert Moskovitch, Clint Feher, Nir Tzachar, Eugene Berger, Marina Gitelman, Shlomi Dolev, Yuval Elovici:
Unknown Malcode Detection Using OPCODE Representation. EuroISI 2008: 204-215 - [c24]Robert Moskovitch, Nir Nissim, Roman Englert, Yuval Elovici:
Active learning to improve the detection of unknown computer worms activity. FUSION 2008: 1-8 - [c23]Robert Moskovitch, Dima Stopel, Clint Feher, Nir Nissim, Yuval Elovici:
Unknown malcode detection via text categorization and the imbalance problem. ISI 2008: 156-161 - [c22]Robert Moskovitch, Clint Feher, Yuval Elovici:
Unknown malcode detection - A chronological evaluation. ISI 2008: 267-268 - [c21]Slava Kisilevich, Yuval Elovici, Bracha Shapira, Lior Rokach:
kACTUS 2: Privacy Preserving in Classification Tasks Using k-Anonymity. ISIPS 2008: 63-81 - [c20]Robert Moskovitch, Nir Nissim, Yuval Elovici:
Malicious Code Detection Using Active Learning. PinKDD 2008: 74-91 - 2007
- [j11]Rami Puzis, Yuval Elovici, Shlomi Dolev:
Finding the most prominent group in complex networks. AI Commun. 20(4): 287-296 (2007) - [j10]I. Dan Melamed, Bracha Shapira, Yuval Elovici:
MarCol: A Market-Based Recommender System. IEEE Intell. Syst. 22(3): 74-78 (2007) - [c19]Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Clint Feher, Chanan Glezer, Yuval Shahar, Yuval Elovici:
Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. CIDM 2007: 202-209 - [c18]Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Chanan Glezer, Yuval Shahar, Yuval Elovici:
Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. CISDA 2007: 169-177 - [c17]Meytal Tubi, Rami Puzis, Yuval Elovici:
Deployment of DNIDS in Social Networks. ISI 2007: 59-65 - [c16]Robert Moskovitch, Shay Pluderman, Ido Gus, Dima Stopel, Clint Feher, Yisrael Parmet, Yuval Shahar, Yuval Elovici:
Host Based Intrusion Detection using Machine Learning. ISI 2007: 107-114 - [c15]Robert Moskovitch, Nir Nissim, Yuval Elovici:
Malicious Code Detection and Acquisition Using Active Learning. ISI 2007: 371 - [c14]Rami Puzis, Meytal Tubi, Gil Tahan, Yuval Elovici:
Simulating Threats Propagation within the NSP Infrastructure. ISI 2007: 380 - [c13]Asaf Shabtai, Maor Atlas, Yuval Shahar, Yuval Elovici:
Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain. K-CAP 2007: 7-14 - [c12]Yuval Elovici, Asaf Shabtai, Robert Moskovitch, Gil Tahan, Chanan Glezer:
Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic. KI 2007: 44-50 - [c11]Robert Moskovitch, Nir Nissim, Dima Stopel, Clint Feher, Roman Englert, Yuval Elovici:
Improving the Detection of Unknown Computer Worms Activity Using Active Learning. KI 2007: 489-493 - 2006
- [j9]Yuval Elovici, Bracha Shapira, Paul B. Kantor:
A decision theoretic approach to combining information filters: An analytical and empirical evaluation. J. Assoc. Inf. Sci. Technol. 57(3): 306-320 (2006) - [j8]Yuval Elovici, Bracha Shapira, Adlay Meshiach:
Cluster-analysis attack against a PRivAte Web solution (PRAW). Online Inf. Rev. 30(6): 624-643 (2006) - [c10]Dima Stopel, Zvi Boger, Robert Moskovitch, Yuval Shahar, Yuval Elovici:
Application of Artificial Neural Networks Techniques to Computer Worm Detection. IJCNN 2006: 2362-2369 - [c9]Asaf Shabtai, Denis Klimov, Yuval Shahar, Yuval Elovici:
An intelligent, interactive tool for exploration and visualization of time-oriented security data. VizSEC 2006: 15-22 - 2005
- [j7]Yuval Elovici, Chanan Glezer, Bracha Shapira:
Enhancing customer privacy while searching for products and services on the world wide web. Internet Res. 15(4): 378-399 (2005) - [j6]Bracha Shapira, Yuval Elovici, Adlay Meshiach, Tsvi Kuflik:
PRAW - A PRivAcy model for the Web. J. Assoc. Inf. Sci. Technol. 56(2): 159-172 (2005) - [c8]Erez Shmueli, Ronen Waisenberg, Yuval Elovici, Ehud Gudes:
Designing Secure Indexes for Encrypted Databases. DBSec 2005: 54-68 - [c7]Yuval Elovici, Bracha Shapira, Mark Last, Omer Zaafrany, Menahem Friedman, Moti Schneider, Abraham Kandel:
Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS). ISI 2005: 244-255 - [p1]Yuval Elovici:
TDS - An Innovative Terrorist Detection System. Fighting Terror in Cyberspace 2005: 75-90 - 2004
- [c6]Yuval Elovici, Abraham Kandel, Mark Last, Bracha Shapira, Omer Zaafrany, Moti Schneider, Menahem Friedman:
Terrorist Detection System. PKDD 2004: 540-542 - [c5]Yuval Elovici, Ronen Waisenberg, Erez Shmueli, Ehud Gudes:
A Structure Preserving Database Encryption Scheme. Secure Data Management 2004: 28-40 - 2003
- [j5]Yuval Elovici, Bracha Shapira, Paul B. Kantor:
Using the Information Structure Model to Compare Profile-Based Information Filtering Systems. Inf. Retr. 6(1): 75-97 (2003) - [j4]Yuval Elovici, Dan Braha:
A decision-theoretic approach to data mining. IEEE Trans. Syst. Man Cybern. Part A 33(1): 42-51 (2003) - [c4]Mark Last, Bracha Shapira, Yuval Elovici, Omer Zaafrany, Abraham Kandel:
Content-Based Methodology for Anomaly Detection on the Web. AWIC 2003: 113-123 - [c3]Tsvi Kuflik, Bracha Shapira, Yuval Elovici, Adlai Maschiach:
Privacy Preservation Improvement by Learning Optimal Profile Generation Rate. User Modeling 2003: 168-177 - 2002
- [c2]Yuval Elovici, Bracha Shapira, Adlai Maschiach:
A New Privacy Model for Web Surfing. NGITS 2002: 45-57 - [c1]Yuval Elovici, Bracha Shapira, Adlai Maschiach:
A new privacy model for hiding group interests while accessing the Web. WPES 2002: 63-70 - 2001
- [j3]Niv Ahituv, Yuval Elovici:
Performance evaluation of a distributed application. J. Oper. Res. Soc. 52(8): 916-927 (2001)
1990 – 1999
- 1993
- [j2]Helnye Azaria, Yuval Elovici:
Modeling and Evaluation of a New Message-Passing System for Parallel Multiprocessor Systems. Parallel Comput. 19(6): 633-649 (1993) - 1992
- [j1]Helnye Azaria, Yuval Elovici, Roger D. Hersch:
Multiple interfaces message passing system for transputer network. Microprocess. Microprogramming 34(1-5): 237-242 (1992)
Coauthor Index
Ron Biton
aka: Ron Bitton
aka: Ron Bitton
[j115] [j113] [j106] [j105] [i106] [j96] [c145] [i69] [j89] [c131] [c122] [i62] [i61] [i58] [i56] [j71] [c109] [c108] [c107] [c96] [i47] [i45] [i41] [i35] [c93] [c92] [c91] [c90] [i34] [i33] [i32] [i31] [i30] [i28] [i25] [c88] [c84] [c83] [i21] [i20] [c80] [c78] [c77] [c76] [c75] [c74] [i16] [c67] [c65]
Yisroel Mirsky
aka: Yisroel Mirski
aka: Yisroel Mirski
[j131] [j130] [j125] [c166] [c165] [i117] [c159] [i98] [i83] [j103] [j100] [j98] [i80] [c121] [i55] [j76] [c98] [i43] [i39] [j67] [j66] [j65] [j63] [j61] [c95] [i24] [c86] [c85] [j56] [j53] [j49] [i19] [i17] [j48] [j47] [j44] [j43] [c72] [c71] [c69] [c64] [c61] [b1] [j42] [j39] [j37] [j36] [c60] [i8] [i7] [c53] [c51] [c49] [c48] [c47] [c46] [i5] [j24] [j23] [c43] [c42] [c39] [c37] [j21] [j18] [c34] [p2] [j12] [c21]
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