Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
-
Updated
May 16, 2024 - Python
#
adversarial-defenses
Here are 10 public repositories matching this topic...
A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.
adversarial-learning
adversarial-machine-learning
adversarial-examples
adversarial-attacks
paperlist
adversarial-defenses
neurips-2022
-
Updated
Dec 5, 2022
Fantastic Robustness Measures: The Secrets of Robust Generalization [NeurIPS 2023]
-
Updated
Oct 21, 2024 - Python
Adaptive evaluation reveals that most examined adversarial defenses for GNNs show no or only marginal improvement in robustness. (NeurIPS 2022)
-
Updated
Nov 17, 2022 - Jupyter Notebook
Official implementation of Segmentation and Complete (SAC) defense.
-
Updated
Nov 13, 2023 - Python
Official code for "PubDef: Defending Against Transfer Attacks From Public Models" (ICLR 2024)
imagenet
cifar-10
adversarial-examples
adversarial-attacks
cifar-100
adversarial-defenses
transfer-attack
-
Updated
Mar 17, 2024 - Python
DeepDefend is an open-source Python library for adversarial attacks and defenses in deep learning models, enhancing the security and robustness of AI systems.
ai
tensorflow
models
ml
adversarial-attacks
ai-defense
perturbations
adversarial-defenses
ai-attack
perturbations-library
-
Updated
Oct 10, 2024 - Python
A Python package for detecting adversarial evasion attacks
-
Updated
Dec 5, 2023 - Jupyter Notebook
Simple code related to adversarial examples, attacks, and defenses.
adversarial-machine-learning
adversarial-example
adversarial-examples
adversarial-attacks
adversarial-attack
adversarial-defense
adversarial-defenses
adversarial-attack-and-defense
-
Updated
Mar 28, 2024 - Jupyter Notebook
Official code repository for the paper "A Study of the Effects of Transfer Learning on Adversarial Robustness". TMLR 2024.
machine-learning
computer-vision
transfer-learning
adversarial-attacks
randomized-smoothing
adversarial-defenses
-
Updated
May 27, 2024 - Python
Improve this page
Add a description, image, and links to the adversarial-defenses topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the adversarial-defenses topic, visit your repo's landing page and select "manage topics."