Servio Paguada

15 papers Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Being Patient and Persistent: Optimizing An Early Stopping Strategy for Deep Learning in Profiled Attacks.
IEEE Trans. Computers
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
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
2023 — conf
Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning.
SaTML
Gorka Abad, Servio Paguada, Oguzhan Ersoy, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
2022 J jnl
Client-Wise Targeted Backdoor in Federated Learning.
CoRR
Gorka Abad, Servio Paguada, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
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 J jnl
Playing With Blocks: Toward Re-Usable Deep Learning Models for Side-Channel Profiled Attacks.
IEEE Trans. Inf. Forensics Secur.
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
2022 J jnl
Playing with blocks: Toward re-usable deep learning models for side-channel profiled attacks.
CoRR
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
2021 J jnl
Being Patient and Persistent: Optimizing An Early Stopping Strategy for Deep Learning in Profiled Attacks.
CoRR
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
2021 J jnl
The Uncertainty of Side-channel Analysis: A Way to Leverage from Heuristics.
ACM J. Emerg. Technol. Comput. Syst.
Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz
2021 J jnl
Toward Practical Autoencoder-based Side-Channel Analysis Evaluations.
IACR Cryptol. ePrint Arch.
Servio Paguada, Lejla Batina, Igor Armendariz
2021 J jnl
Toward practical autoencoder-based side-channel analysis evaluations.
Comput. Networks
Servio Paguada, Lejla Batina, Igor Armendariz
2020 — conf
Controlling the Deep Learning-Based Side-Channel Analysis: A Way to Leverage from Heuristics.
ACNS Workshops
Servio Paguada, Unai Rioja, Igor Armendariz
2020 — conf
The Forgotten Hyperparameter: - Introducing Dilated Convolution for Boosting CNN-Based Side-Channel Attacks.
ACNS Workshops
Servio Paguada, Igor Armendariz
2020 J jnl
The uncertainty of Side-Channel Analysis: A way to leverage from heuristics.
CoRR
Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz
2020 J jnl
The uncertainty of Side-Channel Analysis: A way to leverage from heuristics.
IACR Cryptol. ePrint Arch.
Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz