2022/9/28

A decision support system for placement of intrusion detection and prevention devices in large-scale networks

Rami Puzis, Meytal Tubi, Yuval Elovici, Chanan Glezer, Shlomi Dolev

ACM Transactions on Modeling and Computer Simulation (TOMACS) 22 (1), 1-26, 2011

This article describes an innovative Decision Support System (DSS) for Placement of Intrusion Detection and Prevention Systems (PIDPS) in large-scale communication networks. PIDPS is intended to support network security personnel in optimizing the placement and configuration of malware filtering and monitoring devices within Network Service Providers’ (NSP) infrastructure, and enterprise communication networks. PIDPS meshes innovative and state-of-the-art mechanisms borrowed from the domains of graph theory, epidemic modeling, and network simulation. Scalable network exploitation models enable to define the communication patterns induced by network users (thereby establishing a virtual overlay network), and parallel attack models enable a PIDPS user to define various interdependent network attacks such as: Internet worms, Trojans horses, Denial of Service (DoS) attacks, and others. PIDPS …