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ARENA: Enhancing Abstract Refinement for Neural Network VerificationVMCAI 20232023-01-15
ARENA implements an abstract-refinement verifier that uses the double description method over convex polytopes to turn disjunctions into LP-friendly…
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Scalable and Modular Robustness Analysis of Deep Neural NetworksAPLAS 20212021-10-17
BBPoly implements network block summarization on top of the DeepPoly abstract domain to speed robustness verification using only CPU. It segments networks…
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