A Cross Encroachment detection system design for computer network security
Journal Title: International Journal of Engineering and Science Invention - Year 2018, Vol 7, Issue 8
Abstract
Encroachments detection systems (EDSs) are systems that try to detect attacks as they occur or after the attacks took place. EDSs collect network traffic information from some point on the network or computer system and then use this information to secure the network. Encroachment detection systems can be misusedetection or anomaly detection based. Misuse-detection based EDSs can only detect known attacks whereas anomaly detection based EDSs can also detect new attacks by using heuristic methods. In this paper we propose a cross EDS by combining the two approaches in one system. The cross EDS is obtained by combining packet header anomaly detection and network traffic anomaly detection (NETAD) which are anomaly-based EDSs with the misuse-based EDS Snort which is an open-source project. The cross EDS obtained is evaluated using the MIT Lincoln Laboratories network traffic data (IDEVAL) as a test bed. Evaluation compares the number of attacks detected by misuse based EDS on its own, with the cross EDS obtained combining anomaly-based and misuse based EDSs and shows that the cross EDS is a more powerful system
Authors and Affiliations
Dr. Amamer Khalil Masoud Ahmidat, Muhamad Abdulla Muhamad Abdussalam
Keywords
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