Stjepan Picek - Dissemin

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All papers authored by Stjepan Picek

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2024 Mujtaba Hassan

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, Arish Sateesan

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, Jo Vliegen, Stjepan Picek

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, Nele Mentens

A Genetic Programming approach for hardware-oriented hash functions for network security applications

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Marina Krček

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, Guilherme Perin

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, Stjepan Picek

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Shift-Invariance Robustness of Convolutional Neural Networks in Side-Channel Analysis

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Lichao Wu

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, Azade Rezaeezade

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, Amir Ali-Pour

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, Guilherme Perin

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, Stjepan Picek

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Leakage Model-flexible Deep Learning-based Side-channel Analysis

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Lichao Wu

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, Sébastien Tiran, Guilherme Perin

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, Stjepan Picek

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Plaintext-based Side-channel Collision Attack

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Mujtaba Hassan

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, Stjepan Picek

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A Systematic Exploration of Evolutionary Computation for the Design of Hardware-oriented Non-cryptographic Hash Functions

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Claude Carlet

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, Marko Durasevic

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, Domagoj Jakobovic

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, Stjepan Picek

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On the Evolution of Boolean Functions with the Algebraic Normal Form Representation

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Jing Xu

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, Stefanos Koffas

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, Stjepan Picek

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Unveiling the Threat: Investigating Distributed and Centralized Backdoor Attacks in Federated Graph Neural Networks

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Coen Schoof

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, Stefanos Koffas

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, Stjepan Picek

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Beyond PhantomSponges: Enhancing Sponge Attack on Object Detection Models

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Christina Kreza

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, Stefanos Koffas

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, Behrad Tajalli

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, Stjepan Picek

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Backdoors on Manifold Learning

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Lichao Wu

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, Yoo-Seung Won

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, Guilherme Perin

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, Shivam Bhasin

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, Stjepan Picek

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Ablation Analysis for Multi-Device Deep Learning-Based Physical Side-Channel Analysis

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Stjepan Picek

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, Annelie Heuser

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, Shivam Bhasin

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, Francesco Regazzoni

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Tipping the Balance: Imbalanced Classes in Deep-Learning Side-Channel Analysis

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Marko Đurasević, Domagoj Jakobović

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, Stjepan Picek

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Assessing the Ability of Genetic Programming for Feature Selection in Constructing Dispatching Rules for Unrelated Machine Environments

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Claude Carlet

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, Marko Ðurasevic

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, Domagoj Jakobovic

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, Stjepan Picek

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Discovering Rotation Symmetric Self-dual Bent Functions with Evolutionary Algorithms

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Suvadeep Hajra

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, Sayandeep Saha

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, Stjepan Picek

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, Debdeep Mukhopadhyay

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On the Instability of Softmax Attention-Based Deep Learning Models in Side-Channel Analysis

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2023 Trevor Yap

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, Stjepan Picek

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, Shivam Bhasin

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Beyond the Last Layer: Deep Feature Loss Functions in Side-channel Analysis

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Xiaoyun Xu

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, Stjepan Picek

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Poster: Boosting Adversarial Robustness by Adversarial Pre-training

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Behrad Tajalli

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, Stjepan Picek

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Poster: Backdoor Attack on Extreme Learning Machines

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Jing Xu

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, Stjepan Picek

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Poster: Multi-target & Multi-trigger Backdoor Attacks on Graph Neural Networks

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Marco Arazzi

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, Antonino Nocera

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, Stjepan Picek

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Turning Privacy-preserving Mechanisms against Federated Learning

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Sengim Karayalcin, Guilherme Perin, Stjepan Picek

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Resolving the Doubts: On the Construction and Use of ResNets for Side-Channel Analysis

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