Bionic Evolution Based Intrusion Detection System

摘要：

Bionic evolution mimicks the unique properties of biological evolution and proves to be an effective way to solve optimizing problem. As comparison and connection with natural evolution and biological inheritance, we analyzed the principles of bionic evolution and its superiorities for application in IDS (intrusion detection system). To solve the security problems and system flaws in intrusion detection system, we put forward an optimizing algorithm based on bionic evolution algorithm for parameter selection in IDS. With the bionic evolution based parameter optimizing algorithm, we put forward an intrusion analyzing scheme for IDS; the scheme is composed of anomaly-based detection and misuse-based detection. By applying bionic evolution algorithm, the scheme improves the accuracy and efficiency in selecting detection parameters and reinforces the adaptability, stability and robustness in intrusion analyzing and reacting. Therefore the scheme achieves considerable improvement on system security and efficiency regarding software and hardware environment.

关键词： Bionic evolution biological inheritance intrusion detection system parameter optimizing application efficiency

作者: Xuanwu Zhou

作者单位: Key Laboratory of Network & Information Security of the APF, Engineering College of the APF,Xi’an 710086, P. R. China

会议类型: 国际会议

会议名称: 2009年中国控制与决策会议(2009 Chinese Control and Decision Conference)

会议地点: 广西桂林

会议语种:英文

页码: 1355-1360

在线出版日期: 2009-06-17（万方平台首次上网日期，不代表论文的发表时间）