A Flow is a Stream of Packets: A Stream-Structured Data Approach for DDoS Detection

arXiv:2405.07232v1 Announce Type: new
Abstract: Distributed Denial of Service (DDoS) attacks are getting increasingly harmful to the Internet, showing no signs of slowing down. Developing an accurate detection mechanism to thwart DDoS attacks is still a big challenge due to the rich variety of these attacks and the emergence of new attack vectors. In this paper, we propose a new tree-based DDoS detection approach that operates on a flow as a stream structure, rather than the traditional fixed-size record structure …

arxiv attacks big challenge cs.cr data ddos ddos attacks denial of service detection distributed distributed denial of service down flow internet mechanism packets service stream structured data