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Stjepan Picek

Radboud University Nijmegen

35H-index
370Paper Count
4.7KCitation Count
Published Papers 24
Publication Date
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Let’s focus: Focused backdoor attack against federated transfer learning
errNeurocomputing
IF6.5
err2026-05-21
err0
errOAAI
errMarco Arazzi; Stefanos Koffas; Antonino Nocera; Stjepan Picek
errShare
errSave
Time-Distributed Backdoor Attacks on Federated Spiking Learning
errCOMPUTER SECURITY-ESORICS 2025, PT I
IF0
err2026-01-01
err0
PREAI
errAbad, Gorka; Picek, Stjepan; Urbieta, Aitor
errShare
errSave
Jump, It Is Easy: JumpReLU Activation Function in Deep Learning-Based Side-Channel Analysis
errAPPLIED CRYPTOGRAPHY AND NETWORK SECURITY WORKSHOPS, ACNS 2025 SATELLITE WORKSHOPS: AIHWS, AIOTS, QSHC, SCI, PRIVCRYPT, SPIQE, SIMLA, AND CIMSS 2025, PT I
IF0
err2026-01-01
err0
PREAI
errBasurto-Becerra, Abraham; Rezaeezade, Azade; Picek, Stjepan
errShare
errSave
Membership Privacy Evaluation in Deep Spiking Neural Networks
errCOMPUTER SECURITY-ESORICS 2025, PT I
IF0
err2026-01-01
err0
PREAI
errLi, Jiaxin; Abad, Gorka; Picek, Stjepan; Conti, Mauro
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errSave
A systematic study on the design of odd-sized highly nonlinear boolean functions via evolutionary algorithms
errGenetic Programming and Evolvable Machines
IF0.9
err2025-12-18
err0
PREAI
errCarlet, Claude; Durasevic, Marko; Jakobovic, Domagoj; Picek, Stjepan; Mariot, Luca
errShare
errSave
Security and Privacy of Generative AI
errIEEE Security & Privacy
IF3
err2025-10-21
err0
PREAI
errStjepan Picek
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errSave
On the Vulnerability of Data Points Under Multiple Membership Inference Attacks and Target Models
errIEEE Transactions on Dependable and Secure Computing
IF7.5
err2025-07-01
err0
PREAI
errMauro Conti; Jiaxin Li; Stjepan Picek
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errSave
Guest Editorial: Toward Trustworthy AI: Advances in Circuits, Systems, and Applications
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2024-12-01
err0
PREAI
errHuang, Shih-Hsu; Chen, Pin-Yu; Picek, Stjepan; Chang, Chip-Hong
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errSave
A Genetic Programming approach for hardware-oriented hash functions for network security applications
errAPPLIED SOFT COMPUTING
IF6.6
err2024-11-01
err0
PREAI
errHassan, Mujtaba; Sateesan, Arish; Vliegen, Jo; Picek, Stjepan; Mentens, Nele
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errSave
Ablation Analysis for Multi-Device Deep Learning-Based Physical Side-Channel Analysis
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2024-05-01
err4
errOAAI
errWu, Lichao; Won, Yoo-Seung; Jap, Dirmanto; Perin, Guilherme; Bhasin, Shivam; Picek, Stjepan
errShare
errSave
I Choose You: Automated Hyperparameter Tuning for Deep Learning-Based Side-Channel Analysis
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-04-01
err40
PREAI
errWu, Lichao; Perin, Guilherme; Picek, Stjepan
errShare
errSave
An Overview of Trustworthy AI: Advances in IP Protection, Privacy-Preserving Federated Learning, Security Verification, and GAI Safety Alignment
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2024-01-01
err0
errOAAI
errZheng, Yue; Chang, Chip-Hong; Huang, Shih-Hsu; Chen, Pin-Yu; Picek, Stjepan
errShare
errSave
On the Instability of Softmax Attention-Based Deep Learning Models in Side-Channel Analysis
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err1
errOAAI
errHajra, Suvadeep; Alam, Manaar; Saha, Sayandeep; Picek, Stjepan; Mukhopadhyay, Debdeep
errShare
errSave
SoK: Deep Learning-based Physical Side-channel Analysis
errACM COMPUTING SURVEYS
IF28
err2023-02-09
err46
errOAAI
errPicek, Stjepan; Perin, Guilherme; Mariot, Luca; Wu, Lichao; Batina, Lejla
errShare
errSave
(Adversarial) Electromagnetic Disturbance in the Industry
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2023-02-01
err3
errOAAI
errBeckers, Arthur; Guilley, Sylvain; Maurine, Philippe; O'Flynn, Colin; Picek, Stjepan
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errSave
NeuroSCA: Evolving Activation Functions for Side-Channel Analysis
errIEEE ACCESS
IF3.6
err2023-01-01
err4
errOAAI
errKnezevic, Karlo; Fulir, Juraj; Jakobovic, Domagoj; Picek, Stjepan; Durasevic, Marko
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errSave
On McEliece-Type Cryptosystems Using Self-Dual Codes With Large Minimum Weight
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errMariot, Luca; Picek, Stjepan; Yorgova, Radinka
errShare
errSave
Label Correlation in Deep Learning-Based Side-Channel Analysis
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2023-01-01
err4
errOAAI
errWu, Lichao; Weissbart, Leo; Krcek, Marina; Li, Huimin; Perin, Guilherme; Batina, Lejla; Picek, Stjepan
errShare
errSave
Toward more efficient heuristic construction of Boolean functions
errAPPLIED SOFT COMPUTING
IF6.6
err2021-08-01
err16
PREAI
errJakobovic, Domagoj; Picek, Stjepan; Martins, Marcella S. R.; Wagner, Markus
errShare
errSave
A Multi-Sensor Information Fusion Method Based on Factor Graph for Integrated Navigation System
errIEEE ACCESS
IF3.6
err2021-01-01
err33
errOAAI
errXu, Jing; Yang, Gongliu; Sun, Yiding; Picek, Stjepan
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Mauro Conti
H-index: 76 · Papers: 974
P
Pin‐Yu Chen
H-index: 54 · Papers: 691
C
Chip-Hong Chang
H-index: 46 · Papers: 636
D
Debdeep Mukhopadhyay
H-index: 43 · Papers: 509
S
Sylvain Guilley
H-index: 39 · Papers: 485
View more