Dr. S. Picek
Dr. S. Picek
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Profile
Expertise
Stjepan’s main research interests are at the intersection of cryptography, cybersecurity, evolutionary computation, and machine learning.
Biography
Stjepan Picek is assistant professor in the Cyber Security research group of the faculty of Electrical Engineering, Mathematics and Computer Science at Delft University of Technology.
In July 2015, he completed his PhD at Radboud University Nijmegen, The Netherlands and Faculty of Electrical Engineering and Computing, Zagreb, Croatia. After that, he first worked as a postdoctoral researcher at KU Leuven, Belgium and after that, at CSAIL/MIT, USA. Stjepan also worked for a number of years in industry.
Expertise
Publications
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2024
Ablation Analysis for Multi-device Deep Learning-based Physical Side-channel Analysis
Lichao Wu / Yoo-Seung Won / Dirmanto Jap / Guilherme Perin / Shivam Bhasin / Stjepan Picek
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2024
Backdoors on Manifold Learning
Christina Kreza / Stefanos Koffas / Behrad Tajalli / Mauro Conti / Stjepan Picek
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2024
Beyond PhantomSponges
Enhancing Sponge Attack on Object Detection Models
Coen Schoof / Stefanos Koffas / Mauro Conti / Stjepan Picek -
2024
I Choose You
Automated Hyperparameter Tuning for Deep Learning-based Side-channel Analysis
Lichao Wu / Guilherme Perin / Stjepan Picek -
2024
Unveiling the Threat
Investigating Distributed and Centralized Backdoor Attacks in Federated Graph Neural Networks
Jing Xu / Stefanos Koffas / Stjepan Picek -