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Shang-Tse Chen

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Academia Sinica

ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector

Sep 03, 2018
Shang-Tse Chen, Cory Cornelius, Jason Martin, Duen Horng Chau

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ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio

May 30, 2018
Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Li Chen, Michael E. Kounavis, Duen Horng Chau

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

Feb 19, 2018
Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau

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Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression

May 08, 2017
Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Li Chen, Michael E. Kounavis, Duen Horng Chau

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Communication Efficient Distributed Agnostic Boosting

Nov 18, 2016
Shang-Tse Chen, Maria-Florina Balcan, Duen Horng Chau

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An Online Boosting Algorithm with Theoretical Justifications

Jun 27, 2012
Shang-Tse Chen, Hsuan-Tien Lin, Chi-Jen Lu

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