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The Top 23 Adversarial Attacks Open Source Projects

Open source projects categorized as Adversarial Attacks
Categories > Adversarial Attacks
Sliver ⭐ 7,152
Adversary Emulation Framework
total releases 114most recent commit 3 months ago
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 11 days agopypi adversarial-robustness-toolbox} Downloads
Nlpaug ⭐ 3,825
Data augmentation for NLP
dependent packages 29total releases 37most recent commit a year agopypi nlpaug} 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
Adversarial Attacks Pytorch ⭐ 1,609
PyTorch implementation of adversarial attacks.
dependent packages 3total releases 58most recent commit 4 months agopypi torchattacks} Downloads
Taadpapers ⭐ 1,413
Must-read Papers on Textual Adversarial Attack and Defense
most recent commit 3 months ago
Advbox ⭐ 1,344
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
total releases 2most recent commit a year ago
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10most recent commit 7 months agopypi advertorch} Downloads
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
Graph Adversarial Learning Literature ⭐ 772
A curated list of adversarial attacks and defenses papers on graph-structured data.
most recent commit 4 months ago
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
Graph Adversarial Learning ⭐ 519
A curated collection of adversarial attack and defense on graph data.
most recent commit 5 months ago
Photoguard ⭐ 431
Raising the Cost of Malicious AI-Powered Image Editing
most recent commit a year 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
Awesome Graph Attack Papers ⭐ 315
Adversarial attacks and defenses on Graph Neural Networks.
most recent commit 10 months ago
Aijack ⭐ 283
Security and Privacy Risk Simulator for Machine Learning
most recent commit 3 months ago
The 7 Most Depended On Adversarial Attacks Open Source Projects
Nlpaug ⭐ 3,825
Data augmentation for NLP
dependent packages 29total releases 37latest release July 07, 2022most recent commit a year agopypi nlpaug} Downloads
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
Adversarial Attacks Pytorch ⭐ 1,609
PyTorch implementation of adversarial attacks.
dependent packages 3total releases 58latest release October 21, 2023most recent commit 4 months agopypi torchattacks} Downloads
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10latest release June 15, 2020most recent commit 7 months agopypi advertorch} 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 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
Adversarial Attacks Pytorch ⭐ 1,609
PyTorch implementation of adversarial attacks.
dependent packages 3total releases 58latest release October 21, 2023most recent commit 4 months agopypi torchattacks} Downloads
Hednsextractor ⭐ 234
A suite for hunting suspicious targets, expose domains and phishing discovery
total releases 2latest release October 17, 2023most recent commit 3 months ago
Sliver ⭐ 7,152
Adversary Emulation Framework
total releases 114latest release July 11, 2023most recent commit 3 months ago
Fame ⭐ 31
Framework for Adversarial Malware Evaluation.
total releases 6latest release March 04, 2023most recent commit 9 months ago
Tiger ⭐ 108
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
total releases 11latest release August 24, 2022most recent commit 2 years ago
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