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Certifying machine learning models against evasion attacks by program analysis.

, , and . J. Comput. Secur., 31 (1): 57-84 (2023)

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On Compliance of Cookie Purposes with the Purpose Specification Principle., , , , and . EuroS&P Workshops, page 326-333. IEEE, (2020)Fine-Grained Detection of Privilege Escalation Attacks on Browser Extensions., , , and . ESOP, volume 9032 of Lecture Notes in Computer Science, page 510-534. Springer, (2015)The Security Lottery: Measuring Client-Side Web Security Inconsistencies., , , , and . USENIX Security Symposium, page 2047-2064. USENIX Association, (2022)Content Security Problems?: Evaluating the Effectiveness of Content Security Policy in the Wild., , and . CCS, page 1365-1375. ACM, (2016)Compositional Typed Analysis of ARBAC Policies., , and . CSF, page 33-45. IEEE Computer Society, (2015)Gran: Model Checking Grsecurity RBAC Policies., , , and . CSF, page 126-138. IEEE Computer Society, (2012)Explainable Global Fairness Verification of Tree-Based Classifiers., , , and . SaTML, page 1-17. IEEE, (2023)A Sound Flow-Sensitive Heap Abstraction for the Static Analysis of Android Applications., , , and . CSF, page 22-36. IEEE Computer Society, (2017)Treant: training evasion-aware decision trees., , , , and . Data Min. Knowl. Discov., 34 (5): 1390-1420 (2020)Sub-session hijacking on the web: Root causes and prevention., , and . J. Comput. Secur., 27 (2): 233-257 (2019)