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Sebastian Szyller

Sebastian Szyller

Apulaisprofessori
Tietotekniikan laitos

My name is Sebastian Szyller and I'm a tenure track assistant professor at the Department of Computer Science at Aalto University. I lead new . I'm interested in different ways that we can protect machine learning models and data to enable secure and trustworthy analysis -- both in terms of the technical details as well as legislation compliance.

Prior to returning ÄûÃʵ¼º½ University I was a research scientist at , where I worked on provenance & ownership, privacy and adversarial robustness in generative, multimodal machine learning systems.

I did my MSc and PhD as part of the doctoral track which is a joint MSc and PhD programme at Aalto University. Both my graduate and doctoral studies (including the) were supervised by . My doctoral dissertation received , and Aalto University Best Dissertation Award.

I did my BSc in computer science at (and briefly ), and wrote my under the supervision of . I was also a member (and eventually a vice-president) of the student government at my faculty, a member of the scholarship committee, and I organised language workshops for students. In parallel, I worked as a big data and Scala software engineer at an investment bank.

In my free time, I enjoy film & street photography, custom mechanical keyboards, industrial design, bouldering and fixed-gear cycling. In the previous life, I was a member of a British Parliamentary style debate club .

Full researcher profile
Postal address
Konemiehentie 2 02150 Espoo Finland

Publications

Haokun Chen, Sebastian Szyller, Weilin Xu, Nageen Himayat 2025 arXiv.org

Marcin Spoczynski, Marcela S. Melara, Sebastian Szyller 2025 Proceedings - 10th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2025

Asim Waheed, Vasisht Duddu, Rui Zhang, Sebastian Szyller, N. Asokan 2025

Vasisht Duddu, Sebastian Szyller, N. Asokan 2024 Proceedings - 45th IEEE Symposium on Security and Privacy, SP 2024

Jian Liu, Rui Zhang, Sebastian Szyller, Kui Ren, N. Asokan 2024 Proceedings of the 33rd USENIX Security Symposium

Mansi Phute, Alec Helbling, Matthew Daniel Hull, ShengYun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau 2024 The Second Tiny Papers Track at ICLR 2024

Weilin Xu, Sebastian Szyller, Cory Cornelius, Luis Murillo Rojas, Marius Arvinte, Alvaro Velasquez, Jason Martin, Nageen Himayat 2024 arXiv.org

Sebastian Szyller, N. Asokan 2023 AAAI-23 Special Tracks

Sebastian Szyller, Rui Zhang, Jian Liu, N Asokan 2023 Transactions on Machine Learning Research

Sebastian Szyller 2023