Marina Krcek

According to our database, Marina Krcek authored at least 16 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Label Correlation in Deep Learning-Based Side-Channel Analysis.

Lichao Wu, Léo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek

IEEE Trans. Inf. Forensics Secur., 2023

The Need for MORE: Unsupervised Side-channel Analysis with Single Network Training and Multi-output Regression.

Ioana Savu, Marina Krcek, Guilherme Perin, Lichao Wu, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

Shift-invariance Robustness of Convolutional Neural Networks in Side-channel Analysis.

Marina Krcek, Lichao Wu, Guilherme Perin, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

Autoencoder-enabled Model Portability for Reducing Hyperparameter Tuning Efforts in Side-channel Analysis.

Marina Krcek, Guilherme Perin

IACR Cryptol. ePrint Arch., 2023

Short paper: Diversity Methods for Laser Fault Injection to Improve Location Coverage.

Marina Krcek, Thomas Ordas, Stjepan Picek

IACR Cryptol. ePrint Arch., 2023

It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-channel Analysis.

Sengim Karayalcin, Marina Krcek, Lichao Wu, Stjepan Picek, Guilherme Perin

IACR Cryptol. ePrint Arch., 2023

BlindSage: Label Inference Attacks against Node-level Vertical Federated Graph Neural Networks.

Marco Arazzi, Mauro Conti, Stefanos Koffas, Marina Krcek, Antonino Nocera, Stjepan Picek, Jing Xu

CoRR, 2023

Modeling Strong Physically Unclonable Functions with Metaheuristics.

Carlos A. Coello Coello, Marko Durasevic, Domagoj Jakobovic, Marina Krcek, Luca Mariot, Stjepan Picek

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Deep Learning on Side-Channel Analysis.

Marina Krcek, Huimin Li, Servio Paguada, Unai Rioja, Lichao Wu, Guilherme Perin, Lukasz Chmielewski

Security and Artificial Intelligence, 2022

AGE Is Not Just a Number: Label Distribution in Deep Learning-based Side-channel Analysis.

Lichao Wu, Leo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek

IACR Cryptol. ePrint Arch., 2022

The More You Know: Improving Laser Fault Injection with Prior Knowledge.

Marina Krcek, Thomas Ordas, Daniele Fronte, Stjepan Picek

IACR Cryptol. ePrint Arch., 2022

What Do You See? Transforming Fault Injection Target Characterizations.

Marina Krcek

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2022

2021

On the Importance of Initial Solutions Selection in Fault Injection.

Marina Krcek, Daniele Fronte, Stjepan Picek

Proceedings of the 18th Workshop on Fault Detection and Tolerance in Cryptography, 2021

2020

Everything is Connected: From Model Learnability to Guessing Entropy.

Lichao Wu, Leo Weissbart, Marina Krcek, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek

IACR Cryptol. ePrint Arch., 2020

A Comparison of Weight Initializers in Deep Learning-based Side-channel Analysis.

Huimin Li, Marina Krcek, Guilherme Perin

IACR Cryptol. ePrint Arch., 2020

Learning From A Big Brother - Mimicking Neural Networks in Profiled Side-channel Analysis.

Daan van der Valk, Marina Krcek, Stjepan Picek, Shivam Bhasin

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020