Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Cotrini, Carlos"'
Anomaly detection (AD) is the machine learning task of identifying highly discrepant abnormal samples by solely relying on the consistency of the normal training samples. Under the constraints of a distribution shift, the assumption that training sam
Externí odkaz:
http://arxiv.org/abs/2312.14329
We introduce S-BDT: a novel $(\varepsilon,\delta)$-differentially private distributed gradient boosted decision tree (GBDT) learner that improves the protection of single training data points (privacy) while achieving meaningful learning goals, such
Externí odkaz:
http://arxiv.org/abs/2309.12041
Recently proposed systems aim at achieving privacy using locality-sensitive hashing. We show how these approaches fail by presenting attacks against two such systems: Google's FLoC proposal for privacy-preserving targeted advertising and the MinHash
Externí odkaz:
http://arxiv.org/abs/2302.13635
A myriad of access control policy languages have been and continue to be proposed. The design of policy miners for each such language is a challenging task that has required specialized machine learning and combinatorial algorithms. We present an alt
Externí odkaz:
http://arxiv.org/abs/1908.05994
The European Union's General Data Protection Regulation (GDPR) requires websites to inform users about personal data collection and request consent for cookies. Yet the majority of websites do not give users any choices, and others attempt to deceive
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d32ce9b4f47b51542b38fc130038277
Autor:
Kubicek, Karel, Merane, Jakob, Cotrini, Carlos, Stremitzer, Alexander, Bechtold, Stefan, Basin, David
Publikováno v:
Proceedings on Privacy Enhancing Technologies, 2022 (2)
The sending of marketing emails is regulated to protect users from unsolicited emails. For instance, the European Union’s ePrivacy Directive states that marketers must obtain users’ prior consent, and the General Data Protection Regulation (GDPR)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ac86b7d6c9892614d9e3da8eea830d63
Publikováno v:
Proceedings of the 31st USENIX Security Symposium
The European Union’s General Data Protection Regulation (GDPR) requires websites to inform users about personal data collection and request consent for cookies. Yet the majority of websites do not give users any choices, and others attempt to decei
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d1ed9e7015372a3200fd584e7d79c2dc
Akademický článek
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Publikováno v:
2015 IEEE 28th Computer Security Foundations Symposium; 2015, p3-17, 15p
Publikováno v:
Theoretical Computer Science: 8th IFIP TC 1/WG 2.2 International Conference, TCS 2014, Rome, Italy, September 1-3, 2014. Proceedings; 2014, p236-249, 14p