The Marabou Framework for Verification and Analysis of Deep Neural Networks

Author:

Katz Guy,Huang Derek A.,Ibeling Duligur,Julian Kyle,Lazarus Christopher,Lim Rachel,Shah Parth,Thakoor Shantanu,Wu Haoze,Zeljić Aleksandar,Dill David L.,Kochenderfer Mykel J.,Barrett Clark

Publisher

Springer International Publishing

Reference24 articles.

1. Bunel, R., Turkaslan, I., Torr, P., Kohli, P., Kumar, M.: Piecewise linear neural network verification: a comparative study. Technical report (2017). arXiv:1711.00455v1

2. Carlini, N., Katz, G., Barrett, C., Dill, D.: Provably minimally-distorted adversarial examples. Technical report (2017). arXiv:1709.10207

3. Chvátal, V.: Linear Programming. W. H. Freeman and Company, New York (1983)

4. Lecture Notes in Computer Science;R Ehlers,2017

5. Gehr, T., Mirman, M., Drachsler-Cohen, D., Tsankov, E., Chaudhuri, S., Vechev, M.: AI2: safety and robustness certification of neural networks with abstract interpretation. In: Proceedings of 39th IEEE Symposium on Security and Privacy (S&P) (2018)

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