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

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

8 May 2017

Madhuri Shanbhogue

Michael E. Kounavis

Duen Horng Chau

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

11 / 161 papers shown

Title
Deflecting Adversarial Attacks with Pixel Deflection Aaditya (Adi) Prakash N. Moran Solomon Garber Antonella DiLillo J. Storer AAML 110 304 0 26 Jan 2018
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers Fred Hohman Minsuk Kahng Robert S. Pienta Duen Horng Chau OOD HAI 101 541 0 21 Jan 2018
Sparsity-based Defense against Adversarial Attacks on Linear Classifiers Zhinus Marzi S. Gopalakrishnan Upamanyu Madhow Ramtin Pedarsani AAML 84 31 0 15 Jan 2018
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Nicholas Carlini D. Wagner AAML 101 1,083 0 05 Jan 2018
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey Naveed Akhtar Ajmal Mian AAML 142 1,872 0 02 Jan 2018
Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser Fangzhou Liao Ming Liang Yinpeng Dong Tianyu Pang Xiaolin Hu Jun Zhu 109 891 0 08 Dec 2017
CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition Dogancan Temel Gukyeong Kwon Mohit Prabhushankar G. Al-Regib 55 73 0 07 Dec 2017
Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation Y. Yoo Seonguk Park Junyoung Choi Sangdoo Yun Nojun Kwak AAML 50 4 0 27 Nov 2017
Enhanced Attacks on Defensively Distilled Deep Neural Networks Yujia Liu Weiming Zhang Shaohua Li Nenghai Yu AAML 66 6 0 16 Nov 2017
Enhancing Robustness of Machine Learning Systems via Data Transformations A. Bhagoji Daniel Cullina Chawin Sitawarin Prateek Mittal AAML 105 231 0 09 Apr 2017
Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks Yi Han Benjamin I. P. Rubinstein SILM AAML 63 6 0 06 Apr 2017