Real-Time Distributed Denial of Service Attack Detection and Automated Mitigation Using Machine Learning and Event-Driven Architecture
Distributed Denial of Service (DDoS) attacks continue to threaten modern network infrastructures by disrupting service availability, yet many machine learning-based detection methods remain limited to offline evaluation and lacks integrated real-time mitigation. This paper presents DDoS-Shield, an end-to-end event-driv...