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The Top 15 Security Adversarial Machine Learning Open Source Projects

Open source projects categorized as Security Adversarial Machine Learning
Categories > Adversarial Machine Learning
Categories > Security > Security
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 5 months agopypi textattack} Downloads
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10most recent commit 8 months agopypi advertorch} Downloads
Graph Adversarial Learning Literature ⭐ 772
A curated list of adversarial attacks and defenses papers on graph-structured data.
most recent commit 5 months ago
Aijack ⭐ 283
Security and Privacy Risk Simulator for Machine Learning
most recent commit 4 months ago
Awesome Trustworthy Deep Learning ⭐ 254
A curated list of trustworthy deep learning papers. Daily updating...
most recent commit 4 months ago
Adversarial Explainable Ai ⭐ 235
💡 Adversarial attacks on explanations and how to defend them
most recent commit 6 months ago
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
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31most recent commit a year agopypi secml} Downloads
Llm Sp ⭐ 92
Papers and resources related to the security and privacy of LLMs 🤖
most recent commit 4 months ago
Plexiglass ⭐ 79
A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).
most recent commit 5 months ago
Jpeg Defense ⭐ 65
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
most recent commit 5 years ago
Perceptron Benchmark ⭐ 60
Robustness benchmark for DNN models.
most recent commit 2 years ago
Athena ⭐ 34
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
most recent commit 3 years ago
Thermometerencoding ⭐ 13
reproduction of Thermometer Encoding: One Hot Way To Resist Adversarial Examples in pytorch
most recent commit 6 years ago
The 3 Most Depended On Security 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
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10latest release June 15, 2020most recent commit 8 months agopypi advertorch} Downloads
The 4 Latest Releases In Security Adversarial Machine Learning Open Source Projects
Secml_malware ⭐ 168
Create adversarial attacks against machine learning Windows malware detectors
total releases 15latest release September 26, 2023most recent commit 7 months ago
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
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10latest release June 15, 2020most recent commit 8 months agopypi advertorch} Downloads
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