227 citations · 227 across the 2 of their papers we have counts for
4 papers
CNN-based Steganalysis and Parametric Adversarial Embedding: a Game-Theoretic Framework
Xiaoyu Shi, Benedetta Tondi, Bin Li +1
CNN-based steganalysis has recently achieved very good performance in detecting content-adaptive steganography. At the same time, recent works have shown that, by adopting an appro…
Aligned and Non-Aligned Double JPEG Detection Using Convolutional Neural Networks
Mauro Barni, Luca Bondi, Nicolò Bonettini +5
Due to the wide diffusion of JPEG coding standard, the image forensic community has devoted significant attention to the development of double JPEG (DJPEG) compression detectors th…
Adversarial Source Identification Game with Corrupted Training
Mauro Barni, Benedetta Tondi
We study a variant of the source identification game with training data in which part of the training data is corrupted by an attacker. In the addressed scenario, the defender aims…
Binary Hypothesis Testing Game with Training Data
Mauro Barni, Benedetta Tondi
We introduce a game-theoretic framework to study the hypothesis testing problem, in the presence of an adversary aiming at preventing a correct decision. Specifically, the paper co…