Search Results for author: Saifei Liao

Found 1 papers, 0 papers with code

Learning Minimal NAP Specifications for Neural Network Verification

no code implementations6 Apr 2024 Chuqin Geng, Zhaoyue Wang, Haolin Ye, Saifei Liao, Xujie Si

In this paper, we study the following problem: Given a neural network, find a minimal (coarsest) NAP that is sufficient for formal verification of the network's robustness.

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