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基于粗糙集的免疫入侵检测器优化算法

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摘要 本文分析了免疫入侵检测器在实值空间下存在的问题,提出一种基于粗糙集的免疫入侵检测器优化算法(IIDOA-R&A):利用粗糙集约简理论将高维形态空间转换为低维空间,并利用属性重要度加权欧式距离来计算亲和度大小,通过亲和度对比来优化检测器。实验表明:优化后的检测器不仅提高了检测的速度,改善检测器存在的高重叠问题,对非自体集的覆盖效果也相对理想。
出处 《网络安全技术与应用》 2017年第1期50-51,共2页 Network Security Technology & Application
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  • 1Bace R. Intrusion Detection. New York: Macmillan Technical Publishing, 2000
  • 2Forrest S, Hofmeyr S A et al. A sense of self for Unix processes. In: Proceedings of 1996 IEEE Symposium on Computer Security and Privacy, 1996. 120~128
  • 3Cohen W W. Fast effective rule induction. In: Proceedings of the 12th International Conference, Lake Taho, California, 1995. 115~123
  • 4Lee W, Stolfo S, Chan P. Learning patterns from Unix process execution traces for intrusion detection. In:Proceedings of AAAI Workshop: AI Approaches to Fraud Detection and Risk Management, 1997. 191~197
  • 5Wespi A, Dacier M et al. Intrusion detection using variable-length audit trail patterns. In: Proceedings of the 3rd International Workshop on the Recent Advances in Intrusion Detection (RAID'2000), Toulouse, France, 2000. 110~129
  • 6Asaka M, Onabuta T, Inoue T, Okazawa S, Goto S. A new intrusion detection method based on discriminant analysis. IEICE Transactions on Information and Systems,2001, E84D (5): 570~577
  • 7Pawlak Z . Rough Sets-Theoretical Aspect of Reasoning about Data. Dordrecht: Kluwer Academic Publishers, 1991
  • 8Vinterbo S,hrn A. Minimal approximate hitting sets and rule templates. International Journal of Approximate Reasoning, 2000, 25(2):123~143

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