Learning From A Big Brother - Mimicking Neural Networks in Profiled Side-channel Analysis. - Daan van der Valk; Marina Krcek; Stjepan Picek; Shivam Bhasin (DAC, 2020)

A Comparison of Weight Initializers in Deep Learning-based Side-channel Analysis. - Huimin Li 004; Marina Krcek; Guilherme Perin (IACR Cryptol. ePrint Arch., 2020)

Everything is Connected: From Model Learnability to Guessing Entropy. - Lichao Wu; Leo Weissbart; Marina Krcek; Huimin Li 004; Guilherme Perin; Lejla Batina; Stjepan Picek (IACR Cryptol. ePrint Arch., 2020)

On the Importance of Initial Solutions Selection in Fault Injection. - Marina Krcek; Daniele Fronte; Stjepan Picek (FDTC, 2021)

What Do You See? Transforming Fault Injection Target Characterizations. - Marina Krcek (SPACE, 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)

AGE Is Not Just a Number: Label Distribution in Deep Learning-based Side-channel Analysis. - Lichao Wu; Leo Weissbart; Marina Krcek; Huimin Li 004; Guilherme Perin; Lejla Batina; Stjepan Picek (IACR Cryptol. ePrint Arch., 2022)

Deep Learning on Side-Channel Analysis. - Marina Krcek; Huimin Li 004; Servio Paguada; Unai Rioja; Lichao Wu; Guilherme Perin; Lukasz Chmielewski (Security and Artificial Intelligence, 2022)

Modeling Strong Physically Unclonable Functions with Metaheuristics. - Carlos A. Coello Coello; Marko Durasevic; Domagoj Jakobovic; Marina Krcek; Luca Mariot; Stjepan Picek (GECCO Companion, 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 028 (CoRR, 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)

Short paper: Diversity Methods for Laser Fault Injection to Improve Location Coverage. - Marina Krcek; Thomas Ordas; 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)

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)

Label Correlation in Deep Learning-Based Side-Channel Analysis. - Lichao Wu; Léo Weissbart; Marina Krcek; Huimin Li 004; Guilherme Perin; Lejla Batina; Stjepan Picek (IEEE Trans. Inf. Forensics Secur., 2023)

Diversity Algorithms for Laser Fault Injection. - Marina Krcek; Thomas Ordas (ACNS Workshops (1), 2024)

Autoencoder-enabled model portability for reducing hyperparameter tuning efforts in side-channel analysis. - Marina Krcek; Guilherme Perin (J. Cryptogr. Eng., 2024)

Late Breaking Results: Practical Electromagnetic Fault Injection on Intel Neural Compute Stick 2. - Shivam Bhasin; Dirmanto Jap; Prasanna Ravi; Marina Krcek; Stjepan Picek (DATE, 2025)

Practical Electromagnetic Fault Injection on Intel Neural Compute Stick 2. - Shivam Bhasin; Dirmanto Jap; Marina Krcek; Stjepan Picek; Prasanna Ravi (IACR Cryptol. ePrint Arch., 2025)

A Practical Tutorial on Deep Learning-based Side-channel Analysis. - Sengim Karayalcin; Marina Krcek; Stjepan Picek (IACR Cryptol. ePrint Arch., 2025)

SoK: Deep Learning-based Side-channel Analysis Trends and Challenges. - Sengim Karayalcin; Marina Krcek; Stjepan Picek (IACR Cryptol. ePrint Arch., 2025)

It's Not Just a Phase: On Investigating Phase Transitions in Deep Learning-based Side-channel Analysis. - Sengim Karayalcin; Marina Krcek; Stjepan Picek (CoRR, 2025)