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Edoardo Serra

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Alfredo Cuzzocrea

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Publications

2023
[c60]
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Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra:
An AI Framework for Modelling and Evaluating Attribution Methods in Enhanced Machine Learning Interpretability. COMPSAC 2023: 1030-1036
[c58]
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  - conf/iccsa/CarpenterLSCG23
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Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea, Carmine Gallo:
Structural Node Representation Learning for Detecting Botnet Nodes. ICCSA (1) 2023: 731-743
[c57]
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  - conf/sds2/CuzzocreaQHS23
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Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra:
A Graph-Representation-Learning Framework for Supporting Android Malware Identification and Polymorphic Evolution. SDS 2023: 34-41
[c56]
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Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra:
Attribution Methods Assessment for Interpretable Machine Learning. SEBD 2023: 65-75
[c55]
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Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra:
Graph Representation Learning for Complex Security Problems. SEBD 2023: 279-290
2022
[c50]
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  - conf/bigdataconf/DaleyRSC22
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Brian Daley, Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea:
GAPS: Generality and Precision with Shapley Attribution. IEEE Big Data 2022: 5444-5450
[c49]
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  - conf/bigdataconf/LakhaMSC22
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Bishal Lakha, Sara Lilly Mount, Edoardo Serra, Alfredo Cuzzocrea:
Anomaly Detection in Cybersecurity Events Through Graph Neural Network and Transformer Based Model: A Case Study with BETH Dataset. IEEE Big Data 2022: 5756-5764
2021
[c45]
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Brian Daley, Edoardo Serra, Alfredo Cuzzocrea:
Identifying Malicious Users in the Offshore Leaks Networks via Structural Node Representation Learning. IEEE BigData 2021: 5095-5101
[c44]
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  - conf/bigdataconf/RatulSC21
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Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea:
Evaluating Attribution Methods in Machine Learning Interpretability. IEEE BigData 2021: 5239-5245
[c43]
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  - conf/bigdataconf/CarpenterLSC21
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Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea:
Detecting Botnet Nodes via Structural Node Representation Learning. IEEE BigData 2021: 5357-5364
[c42]
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  - conf/bigdataconf/QuebradoSC21
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Miguel Quebrado, Edoardo Serra, Alfredo Cuzzocrea:
Android Malware Identification and Polymorphic Evolution Via Graph Representation Learning. IEEE BigData 2021: 5441-5449
[c38]
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  - conf/sebd/SerraJCSL21
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Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea, Selim Soufargi, Carson K. Leung:
An Effective and Efficient Graph Representation Learning Approach for Big Graphs. SEBD 2021: 140-149
2020
[c35]
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  - conf/bigdataconf/KorzhSJSC20
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Oxana Korzh, Ashish Sharma, Mikel Joaristi, Edoardo Serra, Alfredo Cuzzocrea:
An Innovative Framework for Supporting Remote Sensing in Image Processing Systems via Deep Transfer Learning. IEEE BigData 2020: 5098-5107
[c34]
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  - conf/bigdataconf/SerraJC20
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Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea:
Large-scale Sparse Structural Node Representation. IEEE BigData 2020: 5247-5253
2019
[c29]
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  - conf/bigdataconf/JoaristiPCS19
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Mikel Joaristi, Arthur Putnam, Alfredo Cuzzocrea, Edoardo Serra:
RIBS: Risky Blind-Spots for Attack Classification Models. IEEE BigData 2019: 5773-5779
2018
[c22]
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  - conf/icmla/SerraAC18
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Edoardo Serra, Haritha Akella, Alfredo Cuzzocrea:
A Crowdsourcing Semi-Supervised LSTM Training Approach to Identify Novel Items in Emerging Artificial Intelligent Environments. ICMLA 2018: 1479-1485
[c21]
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  - conf/ideas/SaccaSC18
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Domenico Saccà, Edoardo Serra, Alfredo Cuzzocrea:
The Inverse Tree-OLAP Problem: Definitions, Models, Complexity Analysis, and a Possible Solution. IDEAS 2018: 148-156
[c19]
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Domenico Saccà, Edoardo Serra, Alfredo Cuzzocrea:
Inverse Tree-OLAP: Definition, Complexity and First Solution. SEBD 2018

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