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数字序列抗原的淋巴细胞的演化方法 被引量:3

The Lymphocyte Evolution Approach of Digital Sequence Antigen
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摘要 论文对计算机免疫学中Self集的物理空间分布和识别器的构造进行了探讨性的分析,并针对传统方法识别效果差、缺乏灵活性等缺点,提出了一种基于遗传算法的具有空间自适应能力的识别器构造方法,并通过实验比较了该算法与传统识别器构造算法的效果。 This paper analyses the physical space distribution of Self set and the construction of detectors in Computer Immunology.To improve the poor performance on discernment and flexibility of traditional approach,it puts forward a construction approach of space adaptive detectors based on GA and compares the experimental results between the two approaches.
出处 《计算机工程与应用》 CSCD 北大核心 2003年第10期70-72,共3页 Computer Engineering and Applications
基金 国家自然科学基金(编号:70071042 60073043) 武汉大学科技创新基金计划基金资助
关键词 数字序列抗原 计算机网络 网络安全 防火墙 人工免疫学 入侵检测 演化计算 计算机免疫学 计算机安全 “淋巴细胞” Artifical Immunology,Network Security,Intrusion Detect,Evolution Algorithm
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参考文献3

  • 1[1]Stephanie Forrest,Steven A Hofmeyr,Anil Somayaji.Computer Immunology[J].Communication of the ACM, 1997 ;40(10): 88~96
  • 2[2]Anil Somayaji,Steven A Hofmeyr Anil,Stephanie Forrest. Principles of a Computer Immune System[C].In:Proceedings of the Second New Security Paradigms Workshop,1997
  • 3[3]Stephanie Forrest,Thomas A Longstaff. A Sense of Self for Unix Pro cesses[C].In:Proceedings of the 1996 IEEE Symposium on Security and Privacy, IEEE Computer Society Press, Los Alamitos, CA, 1996:120~128

同被引文献13

  • 1毛新宇,梁意文.免疫防火墙模型的构造[J].计算机工程与设计,2004,25(8):1282-1285. 被引量:7
  • 2毛用才 等.随机过程[M].西安:西安电子科技大学出版社,2000..
  • 3FORREST S, PERELSON A, ALLEN L, et al. Self-nonself discrimination in a computer: proceedings of the IEEE Symposium on Research in Security and Privacy [ C ]. LOS Alamilos: IEEE Computer Society Press, 1994:202-212.
  • 4FORREST S, HOFMEYR S A, SOMAYAJI A. Computer immunology [ J ]. Communications of the ACM, 1997,40 ( 10 ) : 88 - 96.
  • 5KEPHART J O. A biologically inspired immune system for computers: proceedings of the 4th International Workshop on the Synthesis and Simulation of Living Systems and Artificial Life [ C ]. [ S. 1. ] : [ s.n. ] , 1994:130-139.
  • 6FORREST S, HOFMEYR S A, SOMAYAJI A, et al. A sense of self for unix processes: proceedings of the 1996 IEEE Symposium on Research in Security and Privacy[ C ]. [ S. 1. ] : IEEE Computer Society Press, 1996 : 120-128.
  • 7[ EB/OL]. [ 2002 ]. http ://www. cs. unm. edu/-immsec/.
  • 8[ EB/OL ]. [ 2002 ]. http ://www. research, ibm. com/antivirus/.
  • 9BRADLEY D W, ORTEGA-SANCHEZ C, TYRRELL A M, et al.Embryonics + immunotronics: a bio-inspired approach to fault tolerance: proceedings of the 2nd NASA/DoD Workshop on Evolvable Hardware[C]. [S. 1. ]:[s. n. ], 2000:215-233.
  • 10Kenneth A. de Jong,William M. Spears,Diana F. Gordon. Using Genetic Algorithms for Concept Learning[J] 1993,Machine Learning(2-3):161~188

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