A multi-task consistency score detects PGD adversarial attacks on vision models with 99.9% ROC-AUC on the BDD100k dataset.
Compression to the rescue: Defending from adversarial attacks across modalities,
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Multi-Task Consistency-based Detection of Adversarial Attacks
A multi-task consistency score detects PGD adversarial attacks on vision models with 99.9% ROC-AUC on the BDD100k dataset.