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THUYimingLi/backdoor-learning-resources

A curated collection of academic papers and survey references on backdoor learning in machine learning systems.

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This repository aggregates research papers and resources on backdoor learning, an AI security field covering attacks and defenses against compromised machine learning models. It categorizes conference and journal publications (NeurIPS, ICLR, AAAI, etc.) related to neural backdoors and trojans. The repository serves as a bibliography for researchers studying training-time security vulnerabilities in deep learning systems.

Frequently asked

What is THUYimingLi/backdoor-learning-resources?
A curated collection of academic papers and survey references on backdoor learning in machine learning systems.
Is backdoor-learning-resources open source?
Yes — THUYimingLi/backdoor-learning-resources is open source, released under the MIT license.
How popular is backdoor-learning-resources?
THUYimingLi/backdoor-learning-resources has 1.2k stars on GitHub.
Where can I find backdoor-learning-resources?
THUYimingLi/backdoor-learning-resources is on GitHub at https://github.com/THUYimingLi/backdoor-learning-resources.

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