Servio Paguada

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Greedy Heuristics

Convolution Kernel

Heuristic Methods

Top Venues

IACR Cryptol. ePrint Arch.

Publications

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)
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
Playing with blocks: Toward re-usable deep learning models for side-channel profiled attacks. CoRR (2022)
Gorka Abad, Servio Paguada, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
Client-Wise Targeted Backdoor in Federated Learning. CoRR (2022)
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 (2022)
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) (2021)
Servio Paguada, Lejla Batina, Igor Armendariz
Toward Practical Autoencoder-based Side-Channel Analysis Evaluations. IACR Cryptol. ePrint Arch. 2021 (2021)
Servio Paguada, Lejla Batina, Igor Armendariz
Toward practical autoencoder-based side-channel analysis evaluations. Comput. Networks 196 (2021)
Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
Being Patient and Persistent: Optimizing An Early Stopping Strategy for Deep Learning in Profiled Attacks. CoRR (2021)
Servio Paguada, Igor Armendariz
The Forgotten Hyperparameter: - Introducing Dilated Convolution for Boosting CNN-Based Side-Channel Attacks. ACNS Workshops (2020)
Unai Rioja, Servio Paguada, Lejla Batina, Igor Armendariz
The uncertainty of Side-Channel Analysis: A way to leverage from heuristics. CoRR (2020)
Servio Paguada, Unai Rioja, Igor Armendariz
Controlling the Deep Learning-Based Side-Channel Analysis: A Way to Leverage from Heuristics. ACNS Workshops (2020)
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 (2020)