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Building Mithridatium - Detecting Hidden Backdoors in ML Models

ยท 8 min read
Pelumi Oluwategbe
Tech Lead at Open Source with SLU

Mithridatium is an open-source ML security project developed to help users detect hidden backdoors in pretrained machine learning models. The project focuses on image classification models and provides a practical way to run several backdoor detection methods, generate reports, and make model integrity easier to evaluate before deployment.