TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing

Augustus Odena, Catherine Olsson, David Andersen, Ian J. Goodfellow. TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 4901-4911, PMLR, 2019. [doi]

Authors

Augustus Odena

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Catherine Olsson

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David Andersen

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Ian J. Goodfellow

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