E-mail: sinem.sav@cs.bilkent.edu.tr
Phone: +90-312-290-1267
Address: Bilkent University Computer Engineering Department EA 523 Ankara 06800, Turkey
Hi! I am an Assistant Professor at the Computer Engineering Department, Bilkent University as of September, 2023. I lead the Applied Security and Privacy (ASAP) Lab. I have open undergraduate and graduate research positions. Prospective students can email me with a CV and transcript.
I obtained my PhD from EPFL, under the supervision of Jean-Pierre Hubaux and Carmela Troncoso at the Laboratory for Data Security (LDS, 2018-2022) and Security and Privacy Engineering Laboratory (SPRING, 2022-2023). My research interests are at the intersection of security, privacy, and machine learning. I am currently working on privacy-preserving federated learning by relying on multiparty homomorphic encryption. In particular, I apply crypto to neural networks to preserve the confidentiality of the data in the distributed setting.
Prior to EPFL, I did an internship in TAI, Turkish Aerospace Industry Inc. and another internship as an undergraduate research assistant in Simon Fraser University where I was advised by Herbert H. Tsang. I worked on a defense company, HAVELSAN, for a short time.
During my MSc, I was advised by Erman Ayday, I earned my MSc and BSc in Computer Science from Bilkent University.
Here is my full [ CV ].
Past Education
Awards
CSAW'21 Applied Research Competition
1st prize for the paper "POSEIDON: Privacy-Preserving Federated Neural Network Learning"
iDASH21
2nd place for the "Homomorphic Encryption-based Secure Viral Strain Classification" track
Talks
Privacy-Preserving Federated Neural Network Learning for Biomedical Data
Privacy-Preserving Federated Neural Network Learning for Disease-Associated Cell Classification
POSEIDON: Privacy-Preserving Federated Neural Network Learning
Privacy-Preserving Federated Neural Network Training and Inference
Invited talk at Ozyegin University: IEEE TURKEY Seminar Series, December 22, 2023
Invited talk at Sabanci University: FENS Graduate Seminar Series, November 8, 2023 (online)
Workshop on Privacy Preserving Systems, Softwares, and Tools, Department of Mathematics and Physics of the Roma Tre University, October 24, 2022, Italy
Lecture in Advanced Topics in Computer and Network Security, of Padua, October 27, 2022, Italy
Contributed talk and invited panelist at the 3rd International Workshop: "Towards Auditable AI Systems: From Use Cases to Standardization & Regulation", November 24, 2022, Berlin, Germany
Teaching
CS491: Senior Design Project
Project: Dermaid, Team: Emirhan Büyükkonuklu, Hasan Yarkın Kurt, Göktuğ Kuşcu, Saad Khan.
CS491: Senior Design Project
Project: Dermaid, Team: Emirhan Büyükkonuklu, Hasan Yarkın Kurt, Göktuğ Kuşcu, Saad Khan.