Andreas Athanasiou

According to our database, Andreas Athanasiou authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Protection against Source Inference Attacks in Federated Learning.

Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi

CoRR, March, 2026

Metric-privacy-inspired noise calibration in federated learning: Improving convergence and preventing client inference attacks.

Judith Sáinz-Pardo Díaz, Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi, Álvaro López García

Knowl. Based Syst., 2026

Optimizing Differential Privacy in Federated Analytics under Known Input Distributions.

Ferran Alborch, Andreas Athanasiou, Pascal Reisert

IACR Cryptol. ePrint Arch., 2026

2025

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks.

Judith Sáinz-Pardo Díaz, Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi, Álvaro López García

CoRR, February, 2025

Advanced Probabilistic Methods for Privacy Amplification : Cooperative and Non-Cooperative Approaches. (Méthodes Probabilistes Avancées pour l'Amplification de la Confidentialité : Approches Coopératives et Non Coopératives).

Andreas Athanasiou

PhD thesis, 2025

Enhancing Metric Privacy With a Shuffler.

Andreas Athanasiou, Konstantinos Chatzikokolakis, Catuscia Palamidessi

Proc. Priv. Enhancing Technol., 2025

Self-Defense: Optimal QIF Solutions and Application to Website Fingerprinting.

Andreas Athanasiou, Konstantinos Chatzikokolakis, Catuscia Palamidessi

Proceedings of the 38th IEEE Computer Security Foundations Symposium, 2025

2024

Protection against Source Inference Attacks in Federated Learning using Unary Encoding and Shuffling.

Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi

CoRR, 2024

Poster: Protection against Source Inference Attacks in Federated Learning using Unary Encoding and Shuffling.

Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024