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Information Theoretical Limit of Media Forensics: The Forensicability
2016
IEEE Transactions on Information Forensics and Security
In this paper, we explore the fundamental limit of operation forensics by proposing an information theoretical framework. ...
To demonstrate the effectiveness of our proposed information theoretical framework, we apply this framework on a forensic example of detecting the number of JPEG compressions based on normalized discrete ...
Information Theoretical Limit of Media Forensics: The Forensicability Xiaoyu Chu, Member, IEEE, Yan Chen, Senior Member, IEEE, Matthew C. Stamm, Member, IEEE, and K. J. ...
doi:10.1109/tifs.2015.2510820
fatcat:6cwlrs2y7nbzhkxdujbnno7mq4
Information Forensics: An Overview of the First Decade
2013
IEEE Access
The goal of this paper is to provide an overview on what has been done over the last decade in the new and emerging field of information forensics regarding theories, methodologies, state-of-the-art techniques ...
In recent decades, we have witnessed the evolution of information technologies from the development of VLSI technologies, to communication and networking infrastructure, to the standardization of multimedia ...
Still, there is a very limited theoretical foundation for the emerging field of information forensics to answer many fundamental questions listed above. ...
doi:10.1109/access.2013.2260814
fatcat:l3hs7vh2nzakpkihwmkubh24dy
A framework for designing cloud forensic-enabled services (CFeS)
2018
Requirements Engineering
cloud forensic-enabled services via the use of a set of predefined forensic related tasks. ...
The methodology supports the design of cloud services by implementing a number of steps to make the services cloud forensic-enabled. ...
After a thorough literature review, limited evidence of cloud-based forensic approaches was found, which do not support information systems developers as they focus only on the investigation. ...
doi:10.1007/s00766-018-0289-y
fatcat:hjno57qqynhizok4sckxwi2vju
Forensicability Assessment of Questioned Images in Recapturing Detection
[article]
2022
arXiv
pre-print
By exploiting domain knowledge of the forensic application in image quality and forensic features, we define three task-specific forensicability classes and the initialized locations in the feature space ...
In this work, we propose a forensicability assessment network to quantify the forensicability of the questioned samples. ...
There are some theoretical works on measuring the information-theoretical limitation of multimedia forensics. Chu et al. ...
arXiv:2209.01935v1
fatcat:keshsbtezba25nzntki6f32ice
Table of contents
2021
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Theoretic Learning Systems Lab. ...
FACTOR MATRICES Anh-Huy Phan, Skolkovo Institute of Science and Technology, Russia; Petr Tichavsky, The Czech Academy of Sciences, Institute of Information Theory and Automation, Czechia; Konstantin Sobolev ...
doi:10.1109/icassp39728.2021.9414617
fatcat:m5ugnnuk7nacbd6jr6gv2lsfby