Dr. S. Picek
Dr. S. Picek
Contact
Profile
Expertise
Stjepanā€™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
FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning
Huimin Li / Phillip Rieger / Shaza Zeitouni / Stjepan Picek / Ahmad Reza Sadeghi
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2023
Going in Style
Audio Backdoors Through Stylistic Transformations
Stefanos Koffas / Luca Pajola / Stjepan Picek / Mauro Conti -
2023
Label Correlation in Deep Learning-Based Side-Channel Analysis
Lichao Wu / LĆ©o Weissbart / Marina Krcek / Huimin Li / Guilherme Perin / Lejla Batina / Stjepan Picek
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