Sparsity-based Defense against Adversarial Attacks on Linear Classifiers

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Sparsity-based Defense against Adversarial Attacks on Linear Classifiers

15 January 2018

S. Gopalakrishnan

Upamanyu Madhow

Ramtin Pedarsani

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Papers citing "Sparsity-based Defense against Adversarial Attacks on Linear Classifiers"

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Title
Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression Nilaksh Das Madhuri Shanbhogue Shang-Tse Chen Fred Hohman Li-Wei Chen Michael E. Kounavis Duen Horng Chau AAML 64 307 0 08 May 2017
Enhancing Robustness of Machine Learning Systems via Data Transformations A. Bhagoji Daniel Cullina Chawin Sitawarin Prateek Mittal AAML 50 231 0 09 Apr 2017
Exponential expressivity in deep neural networks through transient chaos Ben Poole Subhaneil Lahiri M. Raghu Jascha Narain Sohl-Dickstein Surya Ganguli 90 592 0 16 Jun 2016
DeepFool: a simple and accurate method to fool deep neural networks Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi P. Frossard AAML 154 4,903 0 14 Nov 2015