Tighter Truncated Rectangular Prism Approximation for RNN Robustness Verification

Xingqi Lin, Liangyu Chen, Min Wu +2

Robustness verification is a promising technique for rigorously proving Recurrent Neural Networks (RNNs) robustly. A key challenge is to over-approximate the nonlinear activation f…