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The Top 23 Machine Learning Adversarial Attacks Open Source Projects

Open source projects categorized as Machine Learning Adversarial Attacks
Categories > Adversarial Attacks
Categories > Machine Learning > Machine Learning
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 16 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
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
Graph Adversarial Learning ⭐ 519
A curated collection of adversarial attack and defense on graph data.
most recent commit 6 months 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
Pro Gnn ⭐ 213
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
most recent commit a year ago
Nettack ⭐ 187
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
most recent commit 2 years ago
Attack And Defense Methods ⭐ 152
A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
most recent commit 2 years 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
Tiger ⭐ 108
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
total releases 11most recent commit 2 years ago
Gnn Meta Attack ⭐ 106
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
most recent commit 2 years ago
Grb ⭐ 89
Graph Robustness Benchmark: A scalable, unified, modular, and reproducible benchmark for evaluating the adversarial robustness of Graph Machine Learning.
total releases 3most recent commit 6 months ago
Scratchai ⭐ 81
scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.
total releases 4most recent commit 4 years ago
Plexiglass ⭐ 79
A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).
most recent commit 4 months ago
Disrupting Deepfakes ⭐ 75
🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks
most recent commit 4 years ago
Face Robustness Benchmark ⭐ 63
An adversarial robustness evaluation library on face recognition.
most recent commit 2 years ago
The 6 Most Depended On Machine Learning 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
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 Machine Learning Adversarial Attacks Open Source Projects
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
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
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
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
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