Formal Property Verification

via “formal verification of code properties with lean integration”

Lean 4 paper (2021): https://dl.acm.org/doi/10.1007/978-3-030-79876-5_37

Unique: Automatically extracts code semantics and translates them into Lean specifications, then uses LLM-guided proof synthesis to verify properties, creating a fully automated pipeline from code to formal proof without manual specification writing

vs others: More automated than manual formal verification (Coq, Isabelle) because it eliminates manual specification and proof writing; more trustworthy than testing because proofs provide exhaustive guarantees

via “formal-property-verification”