Marina Krcek

31 papers A* 1A 1C 2Journal 19Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Backdoor Directions in Vision Transformers.
CoRR
Sengim Karayalcin, Marina Krcek, Pin-Yu Chen, Stjepan Picek
2025 J jnl
A Practical Tutorial on Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Sengim Karayalcin, Marina Krcek, Stjepan Picek
2025 — conf
Investigation on the Impact of Practical Fault Model for Commercial Edge Machine Learning Devices.
SPACE
Shivam Bhasin, Dirmanto Jap, Marina Krcek, Stjepan Picek
2025 J jnl
It's Not Just a Phase: On Investigating Phase Transitions in Deep Learning-based Side-channel Analysis.
CoRR
Sengim Karayalcin, Marina Krcek, Stjepan Picek
2025 A conf
Late Breaking Results: Practical Electromagnetic Fault Injection on Intel Neural Compute Stick 2.
DATE
Shivam Bhasin, Dirmanto Jap, Prasanna Ravi, Marina Krcek, Stjepan Picek
2025 J jnl
NoMod: A Non-modular Attack on Module Learning With Errors.
CoRR
Cristian Bassotto, Ermes Franch, Marina Krcek, Stjepan Picek
2025 J jnl
Practical Electromagnetic Fault Injection on Intel Neural Compute Stick 2.
IACR Cryptol. ePrint Arch.
Shivam Bhasin, Dirmanto Jap, Marina Krcek, Stjepan Picek, Prasanna Ravi
2025 J jnl
SoK: Deep Learning-based Side-channel Analysis Trends and Challenges.
IACR Cryptol. ePrint Arch.
Sengim Karayalcin, Marina Krcek, Stjepan Picek
2025 J jnl
SoK: The Last Line of Defense: On Backdoor Defense Evaluation.
CoRR
Gorka Abad, Marina Krcek, Stefanos Koffas, Behrad Tajalli, Marco Arazzi, Roberto Riaño, Xiaoyun Xu, Zhuoran Liu, Antonino Nocera, Stjepan Picek
2024 J jnl
Autoencoder-enabled model portability for reducing hyperparameter tuning efforts in side-channel analysis.
J. Cryptogr. Eng.
Marina Krcek, Guilherme Perin
2024 — conf
Diversity Algorithms for Laser Fault Injection.
ACNS Workshops (1)
Marina Krcek, Thomas Ordas
2024 — conf
It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-Channel Analysis.
ASIACRYPT (8)
Sengim Karayalcin, Marina Krcek, Lichao Wu, Stjepan Picek, Guilherme Perin
2024 — conf
The Need for MORE: Unsupervised Side-Channel Analysis with Single Network Training and Multi-output Regression.
COSADE
Ioana Savu, Marina Krcek, Guilherme Perin, Lichao Wu, Stjepan Picek
2023 J jnl
Autoencoder-enabled Model Portability for Reducing Hyperparameter Tuning Efforts in Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Marina Krcek, Guilherme Perin
2023 J jnl
BlindSage: Label Inference Attacks against Node-level Vertical Federated Graph Neural Networks.
CoRR
Marco Arazzi, Mauro Conti, Stefanos Koffas, Marina Krcek, Antonino Nocera, Stjepan Picek, Jing Xu
2023 J jnl
It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Sengim Karayalcin, Marina Krcek, Lichao Wu, Stjepan Picek, Guilherme Perin
2023 J jnl
Label Correlation in Deep Learning-Based Side-Channel Analysis.
IEEE Trans. Inf. Forensics Secur.
Lichao Wu, Léo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek
2023 — conf
Modeling Strong Physically Unclonable Functions with Metaheuristics.
GECCO Companion
Carlos A. Coello Coello, Marko Durasevic, Domagoj Jakobovic, Marina Krcek, Luca Mariot, Stjepan Picek
2023 J jnl
Shift-invariance Robustness of Convolutional Neural Networks in Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Marina Krcek, Lichao Wu, Guilherme Perin, Stjepan Picek
2023 J jnl
Short paper: Diversity Methods for Laser Fault Injection to Improve Location Coverage.
IACR Cryptol. ePrint Arch.
Marina Krcek, Thomas Ordas, Stjepan Picek
2023 J jnl
The Need for MORE: Unsupervised Side-channel Analysis with Single Network Training and Multi-output Regression.
IACR Cryptol. ePrint Arch.
Ioana Savu, Marina Krcek, Guilherme Perin, Lichao Wu, Stjepan Picek
2022 J jnl
AGE Is Not Just a Number: Label Distribution in Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Lichao Wu, Leo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek
2022 — ch.
Deep Learning on Side-Channel Analysis.
Security and Artificial Intelligence
Marina Krcek, Huimin Li, Servio Paguada, Unai Rioja, Lichao Wu, Guilherme Perin, Lukasz Chmielewski
2022 C conf
The More You Know: Improving Laser Fault Injection with Prior Knowledge.
FDTC
Marina Krcek, Thomas Ordas, Daniele Fronte, Stjepan Picek
2022 J jnl
The More You Know: Improving Laser Fault Injection with Prior Knowledge.
IACR Cryptol. ePrint Arch.
Marina Krcek, Thomas Ordas, Daniele Fronte, Stjepan Picek
2022 — conf
What Do You See? Transforming Fault Injection Target Characterizations.
SPACE
Marina Krcek
2021 C conf
On the Importance of Initial Solutions Selection in Fault Injection.
FDTC
Marina Krcek, Daniele Fronte, Stjepan Picek
2020 — conf
A Comparison of Weight Initializers in Deep Learning-Based Side-Channel Analysis.
ACNS Workshops
Huimin Li, Marina Krcek, Guilherme Perin
2020 J jnl
A Comparison of Weight Initializers in Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Huimin Li, Marina Krcek, Guilherme Perin
2020 J jnl
Everything is Connected: From Model Learnability to Guessing Entropy.
IACR Cryptol. ePrint Arch.
Lichao Wu, Leo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek
2020 A* conf
Learning From A Big Brother - Mimicking Neural Networks in Profiled Side-channel Analysis.
DAC
Daan van der Valk, Marina Krcek, Stjepan Picek, Shivam Bhasin