A Spectrum of Correctness: From Static Analysis and Type Systems to Formal Verification

Part I: The Landscape of Automated Program Analysis The pursuit of software correctness is a central challenge in computer science. As systems grow in complexity and become responsible for increasingly Read More …

Adversarial Robustness through Certified Defenses: Provable Guarantees for AI in Safety-Critical Systems

The Imperative for Provable Guarantees in Safety-Critical AI The rapid integration of Artificial Intelligence (AI), particularly machine learning (ML) models, into the core operational fabric of society marks a paradigm Read More …