An Abstraction-Based Framework for Neural Network Verification

Author:

Elboher Yizhak Yisrael,Gottschlich Justin,Katz Guy

Publisher

Springer International Publishing

Reference39 articles.

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2. Bastani, O., Ioannou, Y., Lampropoulos, L., Vytiniotis, D., Nori, A., Criminisi, A.: Measuring neural net robustness with constraints. In: Proceedings 30th Conference on Neural Information Processing Systems (NIPS) (2016)

3. Bojarski, M., et al.: End to end learning for self-driving cars. Technical report (2016). http://arxiv.org/abs/1604.07316

4. Bunel, R., Turkaslan, I., Torr, P., Kohli, P., Kumar, M.: Piecewise linear neural network verification: a comparative study. Technical report (2017). https://arxiv.org/abs/1711.00455v1

5. Carlini, N., Katz, G., Barrett, C., Dill, D.: Provably minimally-distorted adversarial examples. Technical report (2017). https://arxiv.org/abs/1709.10207

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