4 papers
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…
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…
Enhancing ML-Based DoS Attack Detection Through Combinatorial Fusion Analysis
Evans Owusu, Mohamed Rahouti, D. Frank Hsu +2
Mitigating Denial-of-Service (DoS) attacks is vital for online service security and availability. While machine learning (ML) models are used for DoS attack detection, new strategi…
Matrix Representation of Bi-Periodic Jacobsthal Sequence
Sukran Uygun, Evans Owusu
In this paper, we bring into light the matrix representation of bi-periodic Jacobsthal sequence, which we shall call the bi-periodic Jacobsthal Matrix sequence.. We obtained the nt…