Towards Practical Robustness Analysis for DNNs based on PAC-Model Learning

Renjue Li, Pengfei Yang, Cheng-Chao Huang, Youcheng Sun, Bai Xue 0001, Lijun Zhang. Towards Practical Robustness Analysis for DNNs based on PAC-Model Learning. In 44th IEEE/ACM 44th International Conference on Software Engineering, ICSE 2022, Pittsburgh, PA, USA, May 25-27, 2022. pages 2189-2201, IEEE, 2022. [doi]

Abstract

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