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Koukyosyumei/AIJack

A Python/C++ framework for simulating adversarial attacks on machine learning systems and testing defenses.

430 stars C++ Domain AppsLLMOps · Eval
AIJack
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AIJack provides an open-source simulation tool for testing the security of AI systems against various attacks such as poisoning, model inversion, backdoor, and free-rider attacks. It implements defense mechanisms including differential privacy, homomorphic encryption, k-anonymity, and federated learning. The framework supports over 30 state-of-the-art methods for adversarial machine learning research and evaluation.

Frequently asked

What is Koukyosyumei/AIJack?
A Python/C++ framework for simulating adversarial attacks on machine learning systems and testing defenses.
Is AIJack open source?
Yes — Koukyosyumei/AIJack is open source, released under the Apache-2.0 license.
What language is AIJack written in?
Koukyosyumei/AIJack is primarily written in C++.
How popular is AIJack?
Koukyosyumei/AIJack has 430 stars on GitHub.
Where can I find AIJack?
Koukyosyumei/AIJack is on GitHub at https://github.com/Koukyosyumei/AIJack.

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