| 检测器实时生成算法及其应用 |
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| 引用本文： | 彭敏,唐俊.检测器实时生成算法及其应用[J].计算机工程,2010,36(19):180-181. |
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| 作者姓名： | 彭敏 唐俊 |
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| 作者单位： | 1. 中南大学信息科学与工程学院,长沙,410083;湖南城建职业技术学院,湖南,湘潭,411101
2. 同济大学软件学院,上海,200092;湖南城建职业技术学院,湖南,湘潭,411101 |
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| 基金项目： | 湖南省教育厅科研基金资助项目 |
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| 摘 要： | 基于生物免疫系统中抗体的克隆机制与亲和度变异机制，提出一种可实时改变当前检测器集合的检测器生成算法用于入侵检测系统(IDS)。理论分析和应用结果表明，该算法通过较少的检测器即可检测出大量非自体空间中的异常变化，且能降低IDS系统的漏检率和误检率，提高报警的可信性。
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| 关 键 词： | 生物免疫系统 入侵检测系统 检测器生成算法 变异 |
Detector Real-time Generation Algorithm and Its Application |
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| PENG Min,TANG Jun.Detector Real-time Generation Algorithm and Its Application[J].Computer Engineering,2010,36(19):180-181. |
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| Authors: | PENG Min TANG Jun |
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| Affiliation: | (1. School of Information Science & Engineering, Central South University, Changsha 410083, China; 2. School of Software, Tongji University, Shanghai 200092; 3. Hunan Urban Construction College, Xiangtan 411101, China) |
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| Abstract: | Based on the clone and affinity-variation of antibody in Biological Immune System(BIS), this paper presents a detector real-time generation algorithm which can change the current detector set to apply in Intrusion Detection System(IDS). Theoretical analysis and experiments show that this algorithm can require less evolution algebra to detect lots of abnormal change, reduce the false negative rate and false detection rate for IDS, and improve the alarm credibility. |
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| Keywords: | Biological Immune System(BIS) Intrusion Detection System(IDS) detector generation algorithm variation |
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