Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds

Yujia Huang, Huan Zhang, Yuanyuan Shi, J. Zico Kolter, Anima Anandkumar. Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 22745-22757, 2021. [doi]

Abstract

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