A certified program analysis is an analysis whose implementation is accompanied by a checkable proof of soundness. We present a framework whose purpose is to simplify the development of certified program analyses without compromising the run-time efficiency of the analyses. At the core of the framework is a novel technique for automatically extracting Coq proof-assistant specifications from ML implementations of program analyses, while preserving to a large extent the structure of the implementation.
We show that this framework allows developers of mobile code to provide to the code receivers untrusted code verifiers in the form of certified program analyses. We demonstrate efficient implementations in this framework of bytecode verification, typed assembly language, and proof-carrying code.