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AI2: Safety and Robustness Certification of Neural Networks with Abstract Interpretation.

, , , , , and . IEEE Symposium on Security and Privacy, page 3-18. IEEE Computer Society, (2018)

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Learning Commutativity Specifications., , and . CAV (1), volume 9206 of Lecture Notes in Computer Science, page 307-323. Springer, (2015)Certifying Geometric Robustness of Neural Networks., , , , and . NeurIPS, page 15287-15297. (2019)Fast and Effective Robustness Certification., , , , and . NeurIPS, page 10825-10836. (2018)Robustness Certification of Generative Models., , and . CoRR, (2020)Incremental inference for probabilistic programs., , , , and . PLDI, page 571-585. ACM, (2018)Synthesis of Probabilistic Privacy Enforcement., , , , and . CCS, page 391-408. ACM, (2017)Symbolic Methods for Machine Intelligence.. ETH Zurich, Zürich, Switzerland, (2022)base-search.net (ftethz:oai:www.research-collection.ethz.ch:20.500.11850/539405).Boosting Robustness Certification of Neural Networks., , , and . ICLR (Poster), OpenReview.net, (2019)AI2: Safety and Robustness Certification of Neural Networks with Abstract Interpretation., , , , , and . IEEE Symposium on Security and Privacy, page 3-18. IEEE Computer Society, (2018)DP-Finder: Finding Differential Privacy Violations by Sampling and Optimization., , , , and . ACM Conference on Computer and Communications Security, page 508-524. ACM, (2018)