adversarial-defenses topic

List adversarial-defenses repositories

auto-attack

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Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

SegmentAndComplete

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Official implementation of Segmentation and Complete (SAC) defense.

A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.

are-gnn-defenses-robust

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Adaptive evaluation reveals that most examined adversarial defenses for GNNs show no or only marginal improvement in robustness. (NeurIPS, 2022)

MAIR

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PyTorch implementation of adversarial training and defenses [Fantastic Robustness Measures: The Secrets of Robust Generalization, NeurIPS 2023].