3 papers
cs.CR2025
Adversarial Defense in Cybersecurity: A Systematic Review of GANs for Threat Detection and Mitigation
Tharcisse Ndayipfukamiye, Jianguo Ding, Doreen Sebastian Sarwatt +2
Machine learning-based cybersecurity systems are highly vulnerable to adversarial attacks, while Generative Adversarial Networks (GANs) act as both powerful attack enablers and pro…
cs.OH2025
Vehicle-to-Grid Integration: Ensuring Grid Stability, Strengthening Cybersecurity, and Advancing Energy Market Dynamics
Bilal Ahmad, Jianguo Ding, Tayyab Ali +4
The increasing adoption of electric vehicles has spurred significant interest in Vehicle-to-Grid technology as a transformative approach to modern energy systems. This paper presen…
cs.LG2025
A Novel Double Pruning method for Imbalanced Data using Information Entropy and Roulette Wheel Selection for Breast Cancer Diagnosis
Soufiane Bacha, Huansheng Ning, Belarbi Mostefa +2
Accurate illness diagnosis is vital for effective treatment and patient safety. Machine learning models are widely used for cancer diagnosis based on historical medical data. Howev…