Adversarial attacks

Exposing Fine-grained Adversarial Vulnerability of Face Anti-spoofing Models
Adversarial attacks seriously threaten the high accuracy of face anti-spoofing models. Little adversarial noise can perturb their …
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Adversarial Analysis for Source Camera Identification
Recent studies highlight the vulnerability of convolutional neural networks (CNNs) to adversarial attacks, which also calls into …
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