Siau-Cheng Khoo
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| title | conference | date |
|---|---|---|
| ARENA: Enhancing Abstract Refinement for Neural Network Verification | VMCAI 2023 | 2023-01-15 |
ARENA implements an abstract-refinement verifier that uses the double description method over convex polytopes to turn disjunctions into LP-friendly… | ||
| Scalable and Modular Robustness Analysis of Deep Neural Networks | APLAS 2021 | 2021-10-17 |
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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