adversarial-defenses

There are 0 repository under adversarial-defenses topic.

• fra31 / auto-attack

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

  adversarial-defensesadversarial-attacksadversarial-robustness
  Language:Python 616

• ylhz / Adversarial_Attacks_and_Defense_NeurIPS2022

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

  adversarial-attacksadversarial-defensesadversarial-examplesadversarial-learningadversarial-machine-learningneurips-2022paperlist
  64

• 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)

  adversarial-defensescompletedgraph-neural-networks
  Language:Jupyter Notebook 27

• Harry24k / MAIR

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

  adversarial-attacksadversarial-defensesadversarial-robustnessadversarial-training
  Language:Python 23

• joellliu / SegmentAndComplete

  Official implementation of Segmentation and Complete (SAC) defense.

  cvpr2022adversarial-attacksadversarial-defensescocoobject-detection
  Language:Python 17

• wagner-group / pubdef

  Official code for "PubDef: Defending Against Transfer Attacks From Public Models" (ICLR 2024)

  adversarial-attacksadversarial-defensesadversarial-examplescifar-10cifar-100imagenettransfer-attack
  Language:Python 4

• changx03 / baard

  A Python package for detecting adversarial evasion attacks

  adversarial-attacksadversarial-defensesanomaly-detectionmachine-learningpytorch
  Language:Jupyter Notebook 2

• 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.

  adversarial-attacksadversarial-defensesaimodelstensorflow
  Language:Python 1

• s-kumano / simple-adversarial-example-code

  Simple code related to adversarial examples, attacks, and defenses.

  adversarial-exampleadversarial-examplesadversarial-attackadversarial-attack-and-defenseadversarial-attacksadversarial-defenseadversarial-defensesadversarial-machine-learning
  Language:Jupyter Notebook