2 papers
cs.NI2025
A transformer-based deep q learning approach for dynamic load balancing in software-defined networks
Evans Tetteh Owusu, Kwame Agyemang-Prempeh Agyekum, Marinah Benneh +4
This study proposes a novel approach for dynamic load balancing in Software-Defined Networks (SDNs) using a Transformer-based Deep Q-Network (DQN). Traditional load balancing mecha…
cs.CR2024
Exploring Feature Importance and Explainability Towards Enhanced ML-Based DoS Detection in AI Systems
Paul Badu Yakubu, Evans Owusu, Lesther Santana +3
Denial of Service (DoS) attacks pose a significant threat in the realm of AI systems security, causing substantial financial losses and downtime. However, AI systems' high computat…