3 papers
cs.LG2026
Mitigating Backdoor Attacks in Federated Learning Using PPA and MiniMax Game Theory
Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab +3
Federated Learning (FL) is witnessing wider adoption due to its ability to benefit from large amounts of scattered data while preserving privacy. However, despite its advantages, f…
cs.CR2024
TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models
Matheus Simão, Fabiano Prado, Omar Abdul Wahab +1
With the widespread of digital environments, reliable authentication and continuous access control has become crucial. It can minimize cyber attacks and prevent frauds, specially t…
cs.CV2024
Automatic Structured Pruning for Efficient Architecture in Federated Learning
Thai Vu Nguyen, Long Bao Le, Anderson Avila
In Federated Learning (FL), training is conducted on client devices, typically with limited computational resources and storage capacity. To address these constraints, we propose a…