Improved Negative Selection Algorithm Based on Bloom Filter

机译：改进的基于布隆过滤器的负选择算法

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摘要

Negative selection algorithm is a prosing method in anomaly detection. How to improve complexity of the detector generation and speedup the detection efficiency is an open issue. The paper put forward an improved negative selection algorithm based on bloom filter. It reduced the overhead of detector generation and significantly cut down the matching scale. The related experiments proved the effectiveness of the improved algorithm.

机译：负选择算法是异常检测中的一种改进方法。如何提高检测器生成的复杂性并加快检测效率是一个悬而未决的问题。提出了一种基于布隆过滤器的改进的否定选择算法。它减少了检测器生成的开销，并大大降低了匹配规模。相关实验证明了改进算法的有效性。

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来源
《E-Business and Information System Security, 2009. EBISS '09》|2009年|1-4|共4页
会议地点 Wuhan(CN);Wuhan(CN)
作者
Zhu Tieying; Ma Zhixing; Liu Shaojun; Zhou Zhiguo;
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作者单位

Dept. Sch. of Comput., Northeast Normal Univ., Changchun, China;

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关键词
security of data; anomaly detection; bloom filter; improved negative selection algorithm; intrusion detection; prosing method;

机译：数据安全;异常检测; bloom过滤器;改进的负选择算法;入侵检测;处理方法;

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2. Improved range selection method for evolutionary algorithm based adaptive filtering of EEG/ERP signals [J] . M.K. Ahirwal, A. Kumar, G.K. Singh Neurocomputing . 2014,第nova20期

机译：基于进化算法的EEG / ERP信号自适应滤波的改进距离选择方法
3. ECG SIGNALS NOISE REMOVAL: SELECTION AND OPTIMIZATION OF THE BEST ADAPTIVE FILTERING ALGORITHM BASED ON VARIOUS ALGORITHMS COMPARISON [J] . Elias Ebrahimzadeh, Mohammad Pooyan, Sahar Jahani, Biomedical Engineering: Applications, Basis and Communications . 2015,第4期

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4. Improved Negative Selection Algorithm Based on Bloom Filter [C] . Zhu Tieying, Liu Shaojun, Ma Zhixing, International Conference on E-Business and Information System Security . 2009

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5. Scalable Cooperative Caching Algorithm based on Bloom Filters [D] . Siddikov, Nodirjon. 2011

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6. A human body physiological feature selection algorithm based on filtering and improved clustering [O] . Bo Chen, Jie Yu, Xiu-e Gao, 2012

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7. An improved algorithm based on Bloom filter and its application in bar code recognition and processing [O] . Mai Jiang, Chunsheng Zhao, Zaifeng Mo, 2018

机译：一种基于Bloom Filter的改进算法及其在条形码识别与处理中的应用

Improved Negative Selection Algorithm Based on Bloom Filter

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