Revisiting Transferable Adversarial Images (arXiv)
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Updated
Jun 12, 2024 - Python
Revisiting Transferable Adversarial Images (arXiv)
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Awesome-ML-Supply-Chain-Security-Papers
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)
RSS feed for adversarial example papers.
Parseval Networks and Adversarial Examples
A classical-quantum or hybrid neural network with adversarial defense protection
[UAI 2024 paper] DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution.
A classical or convolutional neural network model with adversarial defense protection
Machine Learning Attack Series
a Pytorch library for security research on speaker recognition, released in "Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition" accepted by TDSC
An unofficial version of the PyTorch implementation of CURE and Fast Adversarial training with FGSM.
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
Library containing PyTorch implementations of various adversarial attacks and resources
🛡 A set of adversarial attacks in PyTorch
A curated list of academic events on AI Security & Privacy
AdNauseam: Fight back against advertising surveillance
A pytorch adversarial library for attack and defense methods on images and graphs
Python API for generating adapted and unique neighbourhoods for searching for adversarial examples.
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
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