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The Top 23 Python Adversarial Machine Learning Open Source Projects

Open source projects categorized as Python Adversarial Machine Learning
Categories > Adversarial Machine Learning
Fawkes ⭐ 4,966
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
total releases 16most recent commit 9 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 16 days agopypi adversarial-robustness-toolbox} 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
Llm Guard ⭐ 567
The Security Toolkit for LLM Interactions
total releases 16most recent commit 3 months ago
Robustbench ⭐ 566
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
most recent commit 3 months ago
T2f ⭐ 515
T2F: text to face generation using Deep Learning
most recent commit 2 years ago
Pro_gan_pytorch ⭐ 504
Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"
total releases 14most recent commit a year ago
Graphgallery ⭐ 440
GraphGallery is a gallery for benchmarking Graph Neural Networks.
total releases 23most recent commit 8 months ago
Ares ⭐ 413
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
most recent commit 6 months ago
Auto_lirpa ⭐ 239
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
dependent packages 1total releases 2most recent commit 5 months agopypi auto-LiRPA} Downloads
Backdoors101 ⭐ 231
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
most recent commit a year ago
Secml_malware ⭐ 168
Create adversarial attacks against machine learning Windows malware detectors
total releases 15most recent commit 7 months ago
Smoothing Adversarial ⭐ 148
Code for our NeurIPS 2019 spotlight "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"
most recent commit 4 years ago
Smoothing ⭐ 137
Provable adversarial robustness at ImageNet scale
most recent commit 5 years ago
Vigil Llm ⭐ 132
⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs
most recent commit 4 months ago
Atnre ⭐ 105
Adversarial Training for Neural Relation Extraction
most recent commit 6 years ago
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31most recent commit a year agopypi secml} Downloads
Free_adv_train ⭐ 95
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
most recent commit 5 years ago
Llm Sp ⭐ 92
Papers and resources related to the security and privacy of LLMs 🤖
most recent commit 4 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
Mia ⭐ 81
A library for running membership inference attacks against ML models
total releases 4most recent commit 3 years ago
Plexiglass ⭐ 79
A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).
most recent commit 4 months ago
Textfool ⭐ 79
Plausible looking adversarial examples for text classification
most recent commit 5 years ago
The 4 Most Depended On Python Adversarial Machine Learning Open Source Projects
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31latest release November 26, 2021most recent commit a year agopypi secml} Downloads
Auto_lirpa ⭐ 239
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
dependent packages 1total releases 2latest release September 21, 2022most recent commit 5 months agopypi auto-LiRPA} Downloads
The 10 Latest Releases In Python Adversarial Machine Learning Open Source Projects
Llm Guard ⭐ 567
The Security Toolkit for LLM Interactions
total releases 16latest release November 25, 2023most recent commit 3 months ago
Secml_malware ⭐ 168
Create adversarial attacks against machine learning Windows malware detectors
total releases 15latest release September 26, 2023most recent commit 7 months ago
Auto_lirpa ⭐ 239
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
dependent packages 1total releases 2latest release September 21, 2022most recent commit 5 months agopypi auto-LiRPA} Downloads
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31latest release November 26, 2021most recent commit a year agopypi secml} Downloads
Graphgallery ⭐ 440
GraphGallery is a gallery for benchmarking Graph Neural Networks.
total releases 23latest release September 21, 2021most recent commit 8 months ago
Trojai ⭐ 41
A repository to quickly generate synthetic data and associated trojaned deep learning models
total releases 26latest release April 24, 2021most recent commit 3 years ago
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