Analyzing Deep Neural Networks with Symbolic Propagation: Towards Higher Precision and Faster Verification

Jianlin Li, Jiangchao Liu, Pengfei Yang, Liqian Chen, Xiaowei Huang, Lijun Zhang. Analyzing Deep Neural Networks with Symbolic Propagation: Towards Higher Precision and Faster Verification. In Bor-Yuh Evan Chang, editor, Static Analysis - 26th International Symposium, SAS 2019, Porto, Portugal, October 8-11, 2019, Proceedings. Volume 11822 of Lecture Notes in Computer Science, pages 296-319, Springer, 2019. [doi]

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