DeepCDCL: A CDCL-based Neural Network Verification Framework

Author:

Liu Zongxin,Yang Pengfei,Zhang Lijun,Huang Xiaowei

Publisher

Springer Nature Switzerland

Reference47 articles.

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3. Bastani, O., Ioannou, Y., Lampropoulos, L., Vytiniotis, D., Nori, A., Criminisi, A.: Measuring neural net robustness with constraints. In: Advances in Neural Information Processing Systems, vol. 29 (2016)

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5. Boopathy, A., Weng, T., Chen, P., Liu, S., Daniel, L.: Cnn-cert: an efficient framework for certifying robustness of convolutional neural networks. In: The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019. pp. 3240–3247. AAAI Press (2019).https://doi.org/10.1609/aaai.v33i01.33013240

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