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Employment (1)

Bilkent University: Ankara, TR

2023-09-04 to present | Assistant Professor (Department of Computer Engineering)
Employment
Source: Self-asserted source
Sinem Sav

Education and qualifications (3)

École Polytechnique Fédérale de Lausanne: Lausanne, CH

2018-09-01 to 2023-07-01 | Ph.D. Candidate (School of Computer and Communication Sciences)
Education
Source: Self-asserted source
Sinem Sav

Bilkent University: Ankara, TR

2016-09-01 to 2018-09-01 | M.Sc. (Computer Science)
Education
Source: Self-asserted source
Sinem Sav

Bilkent University: Ankara, TR

2011-09-01 to 2016-09-01 | B.Sc. (Computer Science)
Education
Source: Self-asserted source
Sinem Sav

Works (5)

Client Security Alone Fails in Federated Learning: 2D and 3D Attack Insights

2025 | Book chapter
DOI: 10.1007/978-3-031-79103-1_24
Contributors: Santhosh Parampottupadam; Ralf Floca; Dimitrios Bounias; Benjamin Hamm; Saikat Roy; Sinem Sav; Maximilian Zenk; Klaus Maier-Hein
Source: check_circle
Crossref

Privacy-Preserving Hyperparameter Tuning for Federated Learning

IEEE Transactions on Privacy
2025 | Journal article
DOI: 10.1109/TP.2025.3531838
Contributors: Natalija Mitic; Apostolos Pyrgelis; Sinem Sav
Source: check_circle
Crossref

Privacy-Preserving Federated Neural Network Learning for Disease-Associated Cell Classification

2022-01-11 | Preprint
DOI: 10.1101/2022.01.10.475610
Contributors: Sinem Sav; Jean-Philippe Bossuat; Juan R. Troncoso-Pastoriza; Manfred Claassen; Jean-Pierre Hubaux
Source: check_circle
Crossref

POSEIDON: Privacy-Preserving Federated Neural Network Learning

Proceedings 2021 Network and Distributed System Security Symposium
2021 | Journal article
DOI: 10.14722/ndss.2021.24119
Source: Self-asserted source
Sinem Sav

Scalable Privacy-Preserving Distributed Learning

Proceedings on Privacy Enhancing Technologies
2021-04-01 | Journal article
DOI: 10.2478/popets-2021-0030
Part of ISSN: 2299-0984
Source: Self-asserted source
Sinem Sav
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