3 papers
cs.CR2026
Less Effort, Shorter Proofs: Reinforcement Learning for Security Protocol Analysis in Tamarin
Matthias Cosler, Cas Cremers, Bernd Finkbeiner +2
Tools like Tamarin and ProVerif have achieved notable success in analyzing and verifying complex real-world protocols such as EMV, 5G, and WPA2, even detecting zero-day exploits. D…
cs.LG2026
Natural Synthesis: Outperforming Reactive Synthesis Tools with Large Reasoning Models
Frederik Schmitt, Matthias Cosler, Niklas Metzger +4
Reactive synthesis, the problem of automatically constructing a hardware circuit from a logical specification, is a long-standing challenge in formal verification. It is elusive fo…
cs.LG2025
Learning Representations Through Contrastive Neural Model Checking
Vladimir Krsmanovic, Matthias Cosler, Mohamed Ghanem +1
Model checking is a key technique for verifying safety-critical systems against formal specifications, where recent applications of deep learning have shown promise. However, while…