2 papers
cs.CR2024
SmartX Intelligent Sec: A Security Framework Based on Machine Learning and eBPF/XDP
Talaya Farasat, JongWon Kim, Joachim Posegga
Information and Communication Technologies (ICT) infrastructures are becoming increasingly complex day by day, facing numerous challenges to support the latest networking paradigms…
cs.CR2024
Advancing Network Security: A Comprehensive Testbed and Dataset for Machine Learning-Based Intrusion Detection
Talaya Farasat, JongWon Kim, Joachim Posegga
This paper introduces a Testbed designed for generating network traffic, leveraging the capabilities of containers, Kubernetes, and eBPF/XDP technologies. Our Testbed serves as an…