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Killing Four Birds with one Gaussian Process: The Relation between different Test-Time Attacks.

, , and . ICPR, page 4696-4703. IEEE, (2020)

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Rethinking data augmentation for adversarial robustness, , , , , , , and . Information Sciences, (2024)An Argument-based Approach to Mining Opinions from Twitter., , and . AT, volume 918 of CEUR Workshop Proceedings, page 408-422. CEUR-WS.org, (2012)Do winning tickets exist before DNN training?, and . SDM, page 549-557. SIAM, (2021)Killing Four Birds with one Gaussian Process: The Relation between different Test-Time Attacks., , and . ICPR, page 4696-4703. IEEE, (2020)Towards more Practical Threat Models in Artificial Intelligence Security., , , and . CoRR, (2023)Why is Machine Learning Security so hard?. Saarland University, Saarbrücken, Germany, (2020)Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness., , , , , , , , , and 2 other author(s). CoRR, (2024)MLCapsule: Guarded Offline Deployment of Machine Learning as a Service., , , , , , and . CVPR Workshops, page 3300-3309. Computer Vision Foundation / IEEE, (2021)"Why do so?" - A Practical Perspective on Machine Learning Security., , , , and . CoRR, (2022)Mental Models of Adversarial Machine Learning., , , and . CoRR, (2021)