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基于弱關(guān)聯(lián)挖掘的網(wǎng)絡(luò )取證數據采集系統設計與實(shí)現
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(廣東司法警官職業(yè)學(xué)院 信息管理系,廣州 510520)

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許學(xué)添(1984-),男,廣東揭陽(yáng)人,碩士研究生,講師,主要從事數據挖掘,生物信號處理方向的研究。[FQ)]

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Design and Implementation of Network Forensics Data Acquisition System Based on Weak Association Mining
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(Department of Information Management, Guandong Justice Police Vocational College,Guangzhou 510520,China)

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    摘要:

    對海量網(wǎng)絡(luò )日志和服務(wù)器數據進(jìn)行數據挖掘,獲取網(wǎng)絡(luò )取證,在分析犯罪證據方面具有較大的應用價(jià)值;傳統的數據采集系統,主要增加對網(wǎng)絡(luò )取證數據進(jìn)行濾波處理模塊,增加采集系統采集的準確率,存在采集時(shí)間長(cháng)、效率低的問(wèn)題;提出基于弱關(guān)聯(lián)挖掘的網(wǎng)絡(luò )取證數據采集系統設計方法,對網(wǎng)絡(luò )取證數據采集系統的總體設計描述與技術(shù)指標分析;并以此為基礎,設計基于弱關(guān)聯(lián)規則特征提取的網(wǎng)絡(luò )取證數據挖掘算法,實(shí)現網(wǎng)絡(luò )取證數據的準確檢測和采集;在嵌入式Linux平臺上進(jìn)行網(wǎng)絡(luò )取證數據采集系統的軟件開(kāi)發(fā)和系統設計;實(shí)驗結果表明,采用該系統對網(wǎng)絡(luò )日志和服務(wù)器數據中犯罪證據進(jìn)行取證采集,其可靠性較高,取證數據采集精度高于傳統方法,展示了較好的應用價(jià)值。

    Abstract:

    The massive web logs to data mining and server data, access to the network forensics, based on the analysis of criminal evidence has great application value. Traditional data acquisition system, the main increase to filter network forensics data processing module, increase the accuracy of sampling system, there are long acquisition time, the problem of low efficiency. Based on weak association mining network forensics data acquisition system design method of the overall design description of network forensics data acquisition system and technical index analysis. And on this basis, the design is based on the data network forensics is feature extraction of weak association rules mining algorithm, and realize the network forensics accurate detection and data acquisition. On the embedded Linux platform for network forensics data acquisition system software development and system design. Experimental results show that the system of criminal evidence in web logs and server data to obtain evidence collection, its reliability is higher, forensics data acquisition precision is higher than the traditional method, shows a good application value.

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許學(xué)添,鄒同浩.基于弱關(guān)聯(lián)挖掘的網(wǎng)絡(luò )取證數據采集系統設計與實(shí)現計算機測量與控制[J].,2017,25(1):123-126.

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  • 收稿日期:2016-06-15
  • 最后修改日期:2016-07-14
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  • 在線(xiàn)發(fā)布日期: 2017-05-31
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