Protocol Independent Identification of Encrypted Traffic Based on Weighted Cumulative Sum Test
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    Abstract:

    A protocol independent identification algorithm is proposed to identify encrypted traffic from both public and private encryption protocols. The randomness of the packet is evaluated by a cumulative test. In addition, results are weighted conflated. A test is performed when every new packet arrived rather than after all packets have received, so that time consumed computation is avoided. The quantity of packets may vary dynamically according to delay and accuracy requirement. Experiments results show that the algorithm achieves accuracy above 90% for SSL and private encryption protocol traffic.

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赵博,郭虹,刘勤让,邬江兴.基于加权累积和检验的加密流量盲识别算法.软件学报,2013,24(6):1334-1345

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History
  • Received:July 11,2011
  • Revised:May 31,2012
  • Adopted:
  • Online: June 07,2013
  • Published:
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