Mining Association Rules for Intrusion Detection

Intrusion detection system has been a powerful weapon to protect networks from attacks and has gained more and more attention. Data mining has been proven as an important method to detect intrusions. It has been the recent research focus and trend to apply data mining techniques in intrusion detection system for discovering new types of attacks, but it is still in its infancy. This paper reviews the new development of association rules mining technologies for intrusion detection in wired as well as wireless networks. The challenges and advanced developments of technologies to use association rule mining for intrusion detection are discussed.

入侵检测系统一直是保护网络免受攻击的强大武器，并引起了越来越多的关注。数据挖掘已被证明是检测入侵的重要方法。这是最近的研究重点和趋势，将数据挖掘技术应用于入侵检测系统中，以发现新的攻击类型，但仍处于起步阶段。本文回顾了协会规则挖掘技术的新开发，用于有线和无线网络中的入侵检测。讨论了技术对使用关联规则挖掘进行入侵检测的挑战和高级发展。