Signature driven e-mail spam detection using network intrusion detection methodology
Aleksandar Sokolovski, Saso A. Gelev, Vlatko T. Cingoski · Goce Delchev University Repository (Goce Delčev University of Štip) · 2013
The scope of this research paper is one of the most important aspects nowadays, the security and management of one of the most important services the e-mail and all of the alike online services today. This paper attempts to investigate the possible benefits of using standard signature-driven spam detection logic in combination with algorithm for network intrusion detection system (NIDS). The primary objective is to verify that proposed solution (standard signature-driven spam detection logic and NIDSalgorithm) will be an effective strategy for dealing with e-mail spam detection. The main aim is to determine best possible integration of standard signature-driven spam detection logic in combination with algorithm for network intrusion detection system, for creating more effective solution for dealing with e-mail spam compared to the previous solutions available. This will be achieved by testing the effectiveness of the solution compared to other solutions until today, by using network simulators NS-3. Keyword: e-mail, spam, network intrusion detection system, network security, agent based security.