一种改进的动态克隆选择算法在木马检测中的应用 |
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引用本文: | 包晖.一种改进的动态克隆选择算法在木马检测中的应用[J].电脑与微电子技术,2012(22):6-8. |
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作者姓名: | 包晖 |
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作者单位: | 河南工业大学,郑州450001 |
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摘 要: | 传统的克隆选择算法在检测效率、实时性等问题上都有不足和缺陷。在传统克隆选择算法交叉变异过程之后再次进行阴性选择,以避免交叉变异时产生和自体匹配的新个体.防止自体免疫的发生。在变异时采取概率与亲和度大小成反比的机制,保证检测器充满多样性。引入循环补充机制。动态更新检测器,增强全局寻优能力。
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关 键 词: | 克隆选择 木马检测 人工免疫 |
Application of an Improved Dynamic Clonal Selection Algorithm in Trojan Detection |
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Authors: | BAO Hui |
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Affiliation: | BAO Hui (Henan University of Technology,Zhengzhou 450001) |
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Abstract: | The traditional clonal selection algorithm has defects on detection accuracy and real-time. Makes another negative selection after a crossover and mutation process of traditional clonal se- lection algorithm. This can avoid producing new individuals matching autologous, prevent the occurrence of autoimmune. After that, during the variation process, takes a mechanism in which probability is inversely proportional to the degree of affinity, to ensure the diversity of detector. And introduces an additional circulation mechanism to dynamically update detectors and en- hance the ability of global optimization. |
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Keywords: | Clonal Selection Trojan Detection Artificial Immune |
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