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A Learning-Based Approach to Reactive Security.

, , , , , and . Financial Cryptography, volume 6052 of Lecture Notes in Computer Science, page 192-206. Springer, (2010)

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Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks., and . CoRR, (2017)Geometric & Topological Representations of Maximum Classes with Applications to Sample Compression., and . COLT, page 299-310. Omnipress, (2008)Hard to Forget: Poisoning Attacks on Certified Machine Unlearning., , and . AAAI, page 7691-7700. AAAI Press, (2022)Sublinear-Time Adaptive Data Analysis., , and . ISAIM, (2018)Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples., , , , and . ICML, OpenReview.net, (2024)Machine Learning in Network Anomaly Detection: A Survey., , , , , and . IEEE Access, (2021)CERT-ED: Certifiably Robust Text Classification for Edit Distance., , , and . CoRR, (2024)Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks., , , , and . CoRR, (2023)Predicting dynamic spectrum allocation: a review covering simulation, modelling, and prediction., , , , and . Artif. Intell. Rev., 56 (10): 10921-10959 (October 2023)A Game Theoretical Approach to Defend Against Co-Resident Attacks in Cloud Computing: Preventing Co-Residence Using Semi-Supervised Learning., , , , and . IEEE Trans. Inf. Forensics Secur., 11 (3): 556-570 (2016)