基于数据链路层特征的无线网络加密流量业务分类研究

Classification and recognition of encrypted traffic in wireless networks based on data link layer features

摘要:

无线通信网络已经普及到人们的生活中，并且随着大众的安全意识提高，无线网络中的加密流量所占比重越来越大，网络流量加密化已成为必然趋势，其在给用户和企业带来隐私和安全的同时，也给网络安全监管和网络流量管理带来了挑战。本文研究了有线网络和无线网络的差异性，构建无线网络加密传输环境，采集无线加密网络数据，提取出数据链路层各种业务的特征并进行分类。结果表明，对不同业务的识别率在85%以上。

Abstract:

The wireless communication network has spread to the life of people, and with improving the safety of the public awareness, encryption in wireless network traffic is more and more big, the network traffic encryption has become an inevitable trend ,and its to the user and enterprise to bring the privacy and security at the same time, also bring to network safety and network traffic management challenges. This paper studies the difference between wired network and wireless network, constructs the wireless network encryption transmission environment, collects the wireless encryption network data, extracts the data link layer each kind of service characteristic and carries on the classification. The results show that the recognition rate of different services is more than 85%.