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2020 – today
- 2023
- [c3]Gorka Abad, Servio Paguada, Oguzhan Ersoy, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta:
Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning. SaTML 2023: 377-391 - 2022
- [j3]Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz:
Playing With Blocks: Toward Re-Usable Deep Learning Models for Side-Channel Profiled Attacks. IEEE Trans. Inf. Forensics Secur. 17: 2835-2847 (2022) - [p1]Marina Krcek, Huimin Li, Servio Paguada, Unai Rioja, Lichao Wu, Guilherme Perin, Lukasz Chmielewski:
Deep Learning on Side-Channel Analysis. Security and Artificial Intelligence 2022: 48-71 - [i6]Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz:
Playing with blocks: Toward re-usable deep learning models for side-channel profiled attacks. CoRR abs/2203.08448 (2022) - [i5]Gorka Abad, Servio Paguada, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta:
Client-Wise Targeted Backdoor in Federated Learning. CoRR abs/2203.08689 (2022) - 2021
- [j2]Servio Paguada, Lejla Batina, Igor Armendariz:
Toward practical autoencoder-based side-channel analysis evaluations. Comput. Networks 196: 108230 (2021) - [j1]Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz:
The Uncertainty of Side-channel Analysis: A Way to Leverage from Heuristics. ACM J. Emerg. Technol. Comput. Syst. 17(3): 40:1-40:27 (2021) - [i4]Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz:
Being Patient and Persistent: Optimizing An Early Stopping Strategy for Deep Learning in Profiled Attacks. CoRR abs/2111.14416 (2021) - [i3]Servio Paguada, Lejla Batina, Igor Armendariz:
Toward Practical Autoencoder-based Side-Channel Analysis Evaluations. IACR Cryptol. ePrint Arch. 2021: 72 (2021) - 2020
- [c2]Servio Paguada, Unai Rioja, Igor Armendariz:
Controlling the Deep Learning-Based Side-Channel Analysis: A Way to Leverage from Heuristics. ACNS Workshops 2020: 106-125 - [c1]Servio Paguada, Igor Armendariz:
The Forgotten Hyperparameter: - Introducing Dilated Convolution for Boosting CNN-Based Side-Channel Attacks. ACNS Workshops 2020: 217-236 - [i2]Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz:
The uncertainty of Side-Channel Analysis: A way to leverage from heuristics. CoRR abs/2006.12810 (2020) - [i1]Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz:
The uncertainty of Side-Channel Analysis: A way to leverage from heuristics. IACR Cryptol. ePrint Arch. 2020: 766 (2020)
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