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CLAD: Constrained Abstract Domain for Neural Network Verification

Duong, Hai et al.
arXiv (All) · Papers
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software-engineering
Neural network verification (NNV) formally verifies that a network satisfies a specified property for all inputs within a defined region. Modern NNV tools employ abstract domains to compute a sound over-approximation of the network's behavior from the given input region, thus the tightness of these
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