2008 Third International Conference on Availability, Reliability and Security
Multi-Level Reputation-Based Greylisting
March 04-March 07
ISBN: 978-0-7695-3102-1
We present the idea and implementation details of a highly effective and reliable e-mail filtering technique. At the core of the component-based architecture is a novel combination of an enhanced self-learning variant of greylisting with a reputation-based trust mechanism. These strategies provide separate feature extraction and classification components with the opportunity of utilizing the time between two delivery attempts of an e-mail message. The approach presented features a very high spam blocking rate and also minimizes the workload on the client side, as no responsibility for messages classified as spam is taken. The reputation-based trust mechanism decreases the delay in the transfer process of e-mail messages from reliable senders and also reduces the number of erroneously blocked legitimate messages.
Index Terms:
spam blocking, greylisting, reputation-based e-mail security, web security
Citation:
Andreas G.K. Janecek, Wilfried N. Gansterer, K. Ashwin Kumar, "Multi-Level Reputation-Based Greylisting," ares, pp.10-17, 2008 Third International Conference on Availability, Reliability and Security, 2008