4 citations · 8 across the 4 of their papers we have counts for
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cs.CR2019
Effectiveness of random deep feature selection for securing image manipulation detectors against adversarial examples
Mauro Barni, Ehsan Nowroozi, Benedetta Tondi +1
We investigate if the random feature selection approach proposed in [1] to improve the robustness of forensic detectors to targeted attacks, can be extended to detectors based on d…
cs.CR2019★ 4 cited
Attacking CNN-based anti-spoofing face authentication in the physical domain
Bowen Zhang, Benedetta Tondi, Mauro Barni
In this paper, we study the vulnerability of anti-spoofing methods based on deep learning against adversarial perturbations. We first show that attacking a CNN-based anti-spoofing…