adversarial-defenses
There are 10 repositories under adversarial-defenses topic.
fra31/auto-attack
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
ylhz/Adversarial_Attacks_and_Defense_NeurIPS2022
A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.
LoadingByte/are-gnn-defenses-robust
Adaptive evaluation reveals that most examined adversarial defenses for GNNs show no or only marginal improvement in robustness. (NeurIPS 2022)
Harry24k/MAIR
Fantastic Robustness Measures: The Secrets of Robust Generalization [NeurIPS 2023]
joellliu/SegmentAndComplete
Official implementation of Segmentation and Complete (SAC) defense.
wagner-group/pubdef
Official code for "PubDef: Defending Against Transfer Attacks From Public Models" (ICLR 2024)
changx03/baard
A Python package for detecting adversarial evasion attacks
Infinitode/DeepDefend
DeepDefend is an open-source Python library for adversarial attacks and defenses in deep learning models, enhancing the security and robustness of AI systems.
s-kumano/simple-adversarial-example-code
Simple code related to adversarial examples, attacks, and defenses.
Ethos-lab/transfer_learning_for_adversarial_robustness
Official code repository for the paper "A Study of the Effects of Transfer Learning on Adversarial Robustness". TMLR 2024.