Dr. S. Picek
Dr. S. Picek
Contact
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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2023
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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2023
Backdoor Pony
Evaluating backdoor attacks and defenses in different domains
Arthur Mercier / Nikita Smolin / Oliver Sihlovec / Stefanos Koffas / Stjepan Picek -
2023
No (good) loss no gain
Systematic evaluation of loss functions in deep learning-based side-channel analysis
Maikel Kerkhof / Lichao Wu / Guilherme Perin / Stjepan Picek -
2023
On McEliece-Type Cryptosystems Using Self-Dual Codes With Large Minimum Weight
Luca Mariot / Stjepan Picek / Radinka Yorgova
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2023
SoK
Deep Learning-based Physical Side-channel Analysis
Stjepan Picek / Guilherme Perin / Luca Mariot / Lichao Wu / Lejla Batina -