Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation

Hein, Matthias and Andriushchenko, Maksym
(2017) Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation.
In: Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA.
Conference: NIPS - Advances in Neural Information Processing Systems

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Official URL: http://papers.nips.cc/paper/6821-formal-guarantees...

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