A. Alnahari

Synthetic Versus Real-World Traffic: An Empirical Evaluation of Machine Learning–Based DDoS Detection

Machine learning-based Distributed Denial-of-Service (DDoS) detection has been widely studied, with many approaches reporting very high detection performance on public benchmark datasets. However, benchmark performance does not necessarily demonstrate operational readiness because synthetic and laboratory-generated tra...