Formal Verification of ML Models in Lean 4
2025-03-23
The `formal_verif_ml` project offers a Lean 4 framework for formally verifying properties (robustness, fairness, interpretability) of machine learning models. It includes a Lean library, model translator, web interface, and CI/CD pipeline, supporting various model types. An interactive web portal lets users upload models, view generated Lean code, trigger proof compilation, and visualize the architecture.
AI