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基于多約束信息融合的特定網(wǎng)絡(luò )檢測方法設計
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南京理工大學(xué)

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Design of Specific Network Detection Method Based on Multi - Constrained Information Fusion
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Nanjing University of Science & Technology

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    摘要:

    針對當前特定網(wǎng)絡(luò )檢測方法中沒(méi)有對數據粒度進(jìn)行過(guò)濾,數據粒度過(guò)于粗糙,檢測過(guò)程的單一,致使檢測效率低、檢測正確性偏差等問(wèn)題。提出一種基于多約束信息融合的特定網(wǎng)絡(luò )檢測方法,利用Windows中的Wpcap.dll獲取特定網(wǎng)絡(luò )中NIC相關(guān)信息,構建特定網(wǎng)絡(luò )偵聽(tīng),制定過(guò)濾條件實(shí)現特定網(wǎng)絡(luò )數據的獲取;根據Rough集理論對特定網(wǎng)絡(luò )數據粒度進(jìn)行過(guò)濾,減小數據粒度的粗糙程度;構建特定網(wǎng)絡(luò )檢測模型,結合D-S證據理論得到基本置信函數值并確定值的權重,代入D-S合成公式獲得檢測結果,引入群體信任法對檢測結果再次過(guò)濾,實(shí)現網(wǎng)絡(luò )異常數據的徹底檢測和清除,解決檢測方法的單一性。實(shí)驗表明,該方法提高了網(wǎng)絡(luò )檢測的效率和正確性,有效解決了當前網(wǎng)絡(luò )檢測方法中存在的問(wèn)題。

    Abstract:

    In view of the current specific network detection method, there is no data granularity filtering, the data granularity is too rough, the detection process is single, resulting in low detection efficiency, detection correctness deviation and other issues. Put forward a specific network detection method for multi constraints based on information fusion, to obtain the specific network NIC information using Windows Wpcap.dll in the construction of a specific network interception, making filtering conditions to achieve access to specific network data; according to the theory of Rough sets of specific network data filtering granularity, reduce the roughness of the construction of a specific data granularity; the network detection model, combined with D-S evidence theory are basic belief function value and determine the value of weight by D-S synthesis formula get the test results, the introduction of group trust method filtered again on the test results, the complete network anomaly detection data and clear, single solution detection method. The experiment shows that this method improves the efficiency and correctness of network detection, and effectively solves the problems existing in the current network detection methods.

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覃俊.基于多約束信息融合的特定網(wǎng)絡(luò )檢測方法設計計算機測量與控制[J].,2018,26(9):269-272.

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  • 收稿日期:2018-03-02
  • 最后修改日期:2018-03-02
  • 錄用日期:2018-03-19
  • 在線(xiàn)發(fā)布日期: 2018-09-14
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