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PRODeep: a platform for robustness verification of deep neural networks.

, , , , , , , and . ESEC/SIGSOFT FSE, page 1630-1634. ACM, (2020)

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Feature-Guided Black-Box Safety Testing of Deep Neural Networks., , and . TACAS (1), volume 10805 of Lecture Notes in Computer Science, page 408-426. Springer, (2018)A Safety Framework for Critical Systems Utilising Deep Neural Networks., , , , , , and . SAFECOMP, volume 12234 of Lecture Notes in Computer Science, page 244-259. Springer, (2020)CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation., , , , , , and . MICCAI (4), volume 12264 of Lecture Notes in Computer Science, page 352-362. Springer, (2020)Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles., , , , , , and . IROS, page 6210-6216. IEEE, (2019)Weak Parametric Failure Equivalences and Their Congruence Formats., , and . CATS, volume 77 of CRPIT, page 15-26. Australian Computer Society, (2008)Towards Integrating Formal Verification of Autonomous Robots with Battery Prognostics and Health Management., , , , , , , , and . SEFM, volume 11724 of Lecture Notes in Computer Science, page 105-124. Springer, (2019)Detecting Operational Adversarial Examples for Reliable Deep Learning., , , , and . DSN (Supplements), page 5-6. IEEE, (2021)BayLIME: Bayesian local interpretable model-agnostic explanations., , , , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 887-896. AUAI Press, (2021)Quantified Coalition Logic of Knowledge, Belief and Certainty., , , and . Canadian AI, volume 10233 of Lecture Notes in Computer Science, page 351-360. (2017)EnnCore: End-to-End Conceptual Guarding of Neural Architectures., , , , , , , , , and 1 other author(s). SafeAI@AAAI, volume 3087 of CEUR Workshop Proceedings, CEUR-WS.org, (2022)