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The Top 23 Python Adversarial Attacks Open Source Projects

Open source projects categorized as Python Adversarial Attacks
Categories > Adversarial Attacks
Adversarial Robustness Toolbox ⭐ 4,420
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
dependent packages 9total releases 56most recent commit 17 days agopypi adversarial-robustness-toolbox} Downloads
Foolbox ⭐ 2,600
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
dependent packages 5total releases 70most recent commit 3 months agopypi foolbox} Downloads
Textattack ⭐ 2,597
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
dependent packages 5total releases 46most recent commit 4 months agopypi textattack} Downloads
Promptbench ⭐ 1,655
A unified evaluation framework for large language models
total releases 5most recent commit 3 months ago
Taadpapers ⭐ 1,413
Must-read Papers on Textual Adversarial Attack and Defense
most recent commit 3 months ago
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13most recent commit 5 months agopypi deeprobust} Downloads
Ad_examples ⭐ 738
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
most recent commit 2 years ago
Auto Attack ⭐ 587
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
most recent commit 3 months ago
Openattack ⭐ 571
An Open-Source Package for Textual Adversarial Attack.
total releases 7most recent commit 9 months ago
Natural Adv Examples ⭐ 559
A Harder ImageNet Test Set (CVPR 2021)
most recent commit 3 months ago
Ares ⭐ 413
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
most recent commit 6 months ago
Textfooler ⭐ 376
A Model for Natural Language Attack on Text Classification and Inference
most recent commit 2 years ago
Adversarial Examples Pytorch ⭐ 353
Implementation of Papers on Adversarial Examples
most recent commit a year ago
Trojanzoo ⭐ 260
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
total releases 18most recent commit 3 months ago
Pro Gnn ⭐ 213
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
most recent commit a year ago
Aegis ⭐ 203
Self-hardening firewall for large language models
most recent commit 7 months ago
Nettack ⭐ 187
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
most recent commit 2 years ago
Defensegan ⭐ 164
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
most recent commit 5 years ago
Yopo You Only Propagate Once ⭐ 148
Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle
most recent commit 4 years ago
Anti Dreambooth ⭐ 140
Anti-DreamBooth: Protecting users from personalized text-to-image synthesis (ICCV'23)
most recent commit 6 months ago
Vigil Llm ⭐ 132
⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs
most recent commit 4 months ago
Adversarial Library ⭐ 123
Library containing PyTorch implementations of various adversarial attacks and resources
most recent commit 4 months ago
Fast_adversarial ⭐ 118
Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"
most recent commit 3 years ago
The 4 Most Depended On Python Adversarial Attacks Open Source Projects
Foolbox ⭐ 2,600
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
dependent packages 5total releases 70latest release April 02, 2022most recent commit 3 months agopypi foolbox} Downloads
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13latest release November 13, 2023most recent commit 5 months agopypi deeprobust} Downloads
The 10 Latest Releases In Python Adversarial Attacks Open Source Projects
Promptbench ⭐ 1,655
A unified evaluation framework for large language models
total releases 5latest release December 05, 2023most recent commit 3 months ago
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13latest release November 13, 2023most recent commit 5 months agopypi deeprobust} Downloads
Tiger ⭐ 108
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
total releases 11latest release August 24, 2022most recent commit 2 years ago
Dnnf ⭐ 6
Deep Neural Network Falsification
total releases 12latest release August 02, 2022most recent commit 2 years ago
Foolbox ⭐ 2,600
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
dependent packages 5total releases 70latest release April 02, 2022most recent commit 3 months agopypi foolbox} Downloads
Hyperion ⭐ 61
Python toolkit for speech processing
total releases 6latest release March 25, 2022most recent commit 6 months ago
Openattack ⭐ 571
An Open-Source Package for Textual Adversarial Attack.
total releases 7latest release September 22, 2021most recent commit 9 months ago
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