SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau. SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression. In Yike Guo, Faisal Farooq, editors, Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018. pages 196-204, ACM, 2018. [doi]

Authors

Nilaksh Das

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Madhuri Shanbhogue

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Shang-Tse Chen

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Fred Hohman

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Siwei Li

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Li Chen

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Michael E. Kounavis

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Duen Horng Chau

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