An SMT-Based Approach for Verifying Binarized Neural Networks

Guy Amir, Haoze Wu 0001, Clark W. Barrett, Guy Katz. An SMT-Based Approach for Verifying Binarized Neural Networks. In Jan Friso Groote, Kim Guldstrand Larsen, editors, Tools and Algorithms for the Construction and Analysis of Systems - 27th International Conference, TACAS 2021, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021, Luxembourg City, Luxembourg, March 27 - April 1, 2021, Proceedings, Part II. Volume 12652 of Lecture Notes in Computer Science, pages 203-222, Springer, 2021. [doi]

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