Stjepan Picek - Dissemin

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Papers authored by Stjepan Picek

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2023 Carlos Coello Coello

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, Marko Durasevic

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, Domagoj Jakobovic

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, Stjepan Picek

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Modeling Strong Physically Unclonable Functions with Metaheuristics

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Marko Durasevic

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, Domagoj Jakobovic

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, Stjepan Picek

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Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions

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Maikel Kerkhof, Lichao Wu, Guilherme Perin, Stjepan Picek

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No (good) loss no gain: systematic evaluation of loss functions in deep learning-based side-channel analysis

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Guilherme Perin, Lichao Wu, Stjepan Picek

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The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-Based SCA

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Stjepan Picek

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, Guilherme Perin

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SoK: Deep Learning-based Physical Side-channel Analysis

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Arthur Beckers

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, Sylvain Guilley

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, Philippe Maurine

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, Colin O'Flynn, Stjepan Picek

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(Adversarial) Electromagnetic Disturbance in the Industry

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Mujtaba Hassan

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, Arish Sateesan

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, Stjepan Picek

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Evolving Non-cryptographic Hash Functions Using Genetic Programming for High-speed Lookups in Network Security Applications

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Lichao Wu

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, Léo Weissbart, Marina Krček

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, Huimin Li, Guilherme Perin, Lejla Batina

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, Stjepan Picek

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Label Correlation in Deep Learning-Based Side-Channel Analysis

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2022 Jing Xu

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, Rui Wang

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, Stefanos Koffas

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, Stjepan Picek

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More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks

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Lejla Batina, Shivam Bhasin

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, Stjepan Picek

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SCA Strikes Back: Reverse-Engineering Neural Network Architectures Using Side Channels

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Lichao Wu

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, Guilherme Perin, Stjepan Picek

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I Choose You: Automated Hyperparameter Tuning for Deep Learning-based Side-channel Analysis

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Naila Mukhtar

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, Lejla Batina, Stjepan Picek

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, Yinan Kong

Fake It Till You Make It: Data Augmentation Using Generative Adversarial Networks for All the Crypto You Need on Small Devices

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2020 Lichao Wu

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, Gerard Ribera

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, Noemie Beringuier-Boher

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, Stjepan Picek

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A Fast Characterization Method for Semi-invasive Fault Injection Attacks

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2017 Annelie Heuser

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, Stjepan Picek

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, Sylvain Guilley

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, Nele Mentens

Lightweight Ciphers and their Side-channel Resilience

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