Search Results for author: Xingwu Guo

Found 1 papers, 0 papers with code

OccRob: Efficient SMT-Based Occlusion Robustness Verification of Deep Neural Networks

no code implementations27 Jan 2023 Xingwu Guo, Ziwei Zhou, Yueling Zhang, Guy Katz, Min Zhang

The experimental results demonstrate our approach's effectiveness and efficiency in verifying DNNs' robustness against various occlusions, and its ability to generate counterexamples when these DNNs are not robust.

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