Sengim Karayalcin

14 papers Misc 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Backdoor Directions in Vision Transformers.
CoRR
Sengim Karayalcin, Marina Krcek, Pin-Yu Chen, Stjepan Picek
2026 J jnl
I Know What Your Layers Did: Layer-wise Explainability of Deep Learning Side-channel Analysis.
IACR Commun. Cryptol.
Guilherme Perin, Sengim Karayalcin, Lichao Wu, 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
Can KANs Do It? Toward Interpretable Deep Learning-Based Side-Channel Analysis.
ACNS Workshops (1)
Kota Yoshida, Sengim Karayalcin, Stjepan Picek
2025 Misc conf
Diffuse Some Noise: Diffusion Models for Measurement Noise Removal in Side-Channel Analysis.
SAC
Sengim Karayalcin, Guilherme Perin, Stjepan Picek
2025 J jnl
Enhancing Scale and Shift Invariance in Deep Learning-based Side-channel Attacks through Equivariant Convolutional Neural Networks.
IACR Cryptol. ePrint Arch.
David Perez, Sengim Karayalcin, Stjepan Picek, Servio Paguada
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 J jnl
LD-PA: Distilling Univariate Leakage for Deep Learning-Based Profiling Attacks.
IEEE Trans. Inf. Forensics Secur.
Chong Xiao, Ming Tang, Sengim Karayalcin, Wei Cheng
2025 J jnl
SoK: Deep Learning-based Side-channel Analysis Trends and Challenges.
IACR Cryptol. ePrint Arch.
Sengim Karayalcin, Marina Krcek, Stjepan Picek
2024 J jnl
Can KANs Do It? Toward Interpretable Deep Learning-based Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Kota Yoshida, Sengim Karayalcin, Stjepan Picek
2024 J jnl
Diffuse Some Noise: Diffusion Models for Measurement Noise Removal in Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Sengim Karayalcin, Guilherme Perin, Stjepan Picek
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
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
2022 J jnl
Resolving the Doubts: On the Construction and Use of ResNets for Side-channel Analysis.
IACR Cryptol. ePrint Arch.
Sengim Karayalcin, Stjepan Picek