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eess.SY2024
Inner-approximate Reachability Computation via Zonotopic Boundary Analysis
Dejin Ren, Zhen Liang, Chenyu Wu +3
Inner-approximate reachability analysis involves calculating subsets of reachable sets, known as inner-approximations. This analysis is crucial in the fields of dynamic systems ana…
cs.AI2024
UR4NNV: Neural Network Verification, Under-approximation Reachability Works!
Zhen Liang, Taoran Wu, Ran Zhao +5
Recently, formal verification of deep neural networks (DNNs) has garnered considerable attention, and over-approximation based methods have become popular due to their effectivenes…