290 citations · 670 across the 44 of their papers we have counts for
5 papers · 2 filters
On the Transferability of Adversarial Examples Against CNN-Based Image Forensics
Mauro Barni, Kassem Kallas, Ehsan Nowroozi +1
Recent studies have shown that Convolutional Neural Networks (CNN) are relatively easy to attack through the generation of so-called adversarial examples. Such vulnerability also a…
CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing
Mauro Barni, Andrea Costanzo, Ehsan Nowroozi +1
Detection of contrast adjustments in the presence of JPEG postprocessing is known to be a challenging task. JPEG post processing is often applied innocently, as JPEG is the most co…
An Improved Statistic for the Pooled Triangle Test against PRNU-Copy Attack
Mauro Barni, Hector Santoyo Garcia, Benedetta Tondi
We propose a new statistic to improve the pooled version of the triangle test used to combat the fingerprint-copy counter-forensic attack against PRNU-based camera identification […
SEMBA:SEcure multi-biometric authentication
Giulia Droandi, Mauro Barni, Riccardo Lazzeretti +1
Biometrics security is a dynamic research area spurred by the need to protect personal traits from threats like theft, non-authorised distribution, reuse and so on. A widely invest…
Secure Detection of Image Manipulation by means of Random Feature Selection
Zhipeng Chen, Benedetta Tondi, Xiaolong Li +3
We address the problem of data-driven image manipulation detection in the presence of an attacker with limited knowledge about the detector. Specifically, we assume that the attack…