67 citations · 299 across the 33 of their papers we have counts for
5 papers · 1 filter
Relational Hoare Logic for Realistically Modelled Machine Code
Denis Mazzucato, Abdalrhman Mohamed, Juneyoung Lee +4
Many security- and performance-critical domains, such as cryptography, rely on low-level verification to minimize the trusted computing surface and allow code to be written directl…
Parallelization Techniques for Verifying Neural Networks
Haoze Wu, Alex Ozdemir, Aleksandar Zeljić +7
Inspired by recent successes with parallel optimization techniques for solving Boolean satisfiability, we investigate a set of strategies and heuristics that aim to leverage parall…
Abstraction and Learning for Infinite-State Compositional Verification
Dimitra Giannakopoulou, Corina S. Păsăreanu
Despite many advances that enable the application of model checking techniques to the verification of large systems, the state-explosion problem remains the main challenge for scal…
Learning Probabilistic Systems from Tree Samples
Anvesh Komuravelli, Corina S. Pasareanu, Edmund M. Clarke
We consider the problem of learning a non-deterministic probabilistic system consistent with a given finite set of positive and negative tree samples. Consistency is defined with r…
Assume-Guarantee Abstraction Refinement for Probabilistic Systems
Anvesh Komuravelli, Corina S. Pasareanu, Edmund M. Clarke
We describe an automated technique for assume-guarantee style checking of strong simulation between a system and a specification, both expressed as non-deterministic Labeled Probab…