Atika Nishat and Hadia Azmat 2024. Leveraging Federated Learning for Enhanced Privacy in Cybersecurity Applications: A Comparative Study of Traditional vs. AI-Driven Approaches. Pioneer Research Journal of Computing Science. 1, 1 (May 2024), 96–109.