Mitigating DDOS Attacks in Virtualized Network Functions (VNF) Using Federated Learning: A Privacy-Preserving Collaborative Defense
The rapid integration of Network Function Virtualization (NFV) in 5G-Advanced and 6G infrastructures has introduced significant security vulnerabilities, most notably in Distributed Denial-of-Service (DDoS) attacks. Modern DDoS threats have evolved into sophisticated multi- vector campaigns that leverage AI to bypass t...