A Survey of Machine Learning Techniques in Adversarial Image Forensics

A Survey of Machine Learning Techniques in Adversarial Image Forensics

19 October 2020

Ali Dehghantanha

Papers citing "A Survey of Machine Learning Techniques in Adversarial Image Forensics"

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Title
Prompt-Consistency Image Generation (PCIG): A Unified Framework Integrating LLMs, Knowledge Graphs, and Controllable Diffusion Models Yichen Sun Zhixuan Chu Zhan Qin Kui Ren DiffM 37 0 0 24 Jun 2024
Resisting Deep Learning Models Against Adversarial Attack Transferability via Feature Randomization Ehsan Nowroozi Mohammadreza Mohammadi Pargol Golmohammadi Yassine Mekdad Mauro Conti Selcuk Uluagac AAML SILM 38 13 0 11 Sep 2022
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework Ehsan Nowroozi A. Abhishek Mohammadreza Mohammadi Mauro Conti AAML 41 30 0 27 Apr 2022
Real or Virtual: A Video Conferencing Background Manipulation-Detection System Ehsan Nowroozi Yassine Mekdad Mauro Conti Simone Milani Selcuk Uluagac Berrin Yanikoglu 23 1 0 25 Apr 2022
Demystifying the Transferability of Adversarial Attacks in Computer Networks Ehsan Nowroozi Yassine Mekdad Mohammad Hajian Berenjestanaki Mauro Conti Abdeslam El Fergougui AAML 40 32 0 09 Oct 2021
Research trends, challenges, and emerging topics of digital forensics: A review of reviews Fran Casino Thomas K. Dasaklis G. Spathoulas M. Anagnostopoulos Amrita Ghosal István Bor̈oc̈z A. Solanas Mauro Conti Constantinos Patsakis 19 81 0 10 Aug 2021
Compacting Deep Neural Networks for Internet of Things: Methods and Applications Ke Zhang Hanbo Ying Hongning Dai Lin Li Yuangyuang Peng Keyi Guo Hongfang Yu 16 38 0 20 Mar 2021
VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking Anselmo Castelo Branco Ferreira Ehsan Nowroozi Mauro Barni CVBM 26 3 0 01 Feb 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,046 0 27 Sep 2019
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016