Scalable and Modular Robustness Analysis of Deep Neural Networks

Yuyi Zhong, Quang-Trung Ta, Tianzuo Luo, Fanlong Zhang, Siau-Cheng Khoo. Scalable and Modular Robustness Analysis of Deep Neural Networks. In Hakjoo Oh, editor, Programming Languages and Systems - 19th Asian Symposium, APLAS 2021, Chicago, IL, USA, October 17-18, 2021, Proceedings. Volume 13008 of Lecture Notes in Computer Science, pages 3-22, Springer, 2021. [doi]

Abstract

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