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Membership Inference Attacks Against Machine Learning Models.

, , , and . IEEE Symposium on Security and Privacy, page 3-18. IEEE Computer Society, (2017)

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Membership Inference Attacks Against Adversarially Robust Deep Learning Models., , and . IEEE Symposium on Security and Privacy Workshops, page 50-56. IEEE, (2019)A practical secure neighbor verification protocol for wireless sensor networks., , , , and . WISEC, page 193-200. ACM, (2009)Collaborative Location Privacy with Rational Users., , , and . GameSec, volume 7037 of Lecture Notes in Computer Science, page 163-181. Springer, (2011)Hiding in the Mobile Crowd: LocationPrivacy through Collaboration., , , , and . IEEE Trans. Dependable Secur. Comput., 11 (3): 266-279 (2014)Preserving privacy in collaborative filtering through distributed aggregation of offline profiles., , , and . RecSys, page 157-164. ACM, (2009)SOTERIA: In Search of Efficient Neural Networks for Private Inference., , , and . CoRR, (2020)Machine Learning with Membership Privacy using Adversarial Regularization., , and . ACM Conference on Computer and Communications Security, page 634-646. ACM, (2018)On the Privacy Risks of Algorithmic Fairness., and . CoRR, (2020)Smaller Language Models are Better Black-box Machine-Generated Text Detectors., , , , and . CoRR, (2023)Quantifizierung und Schutz von Location Privacy.. Ausgezeichnete Informatikdissertationen, volume D-14 of LNI, GI, (2013)