NAT (Network Address Translation) identification method based on network traffic characteristics
An identification method and technology of network traffic, applied in the network field, can solve the problems of relying on IP data packets, difficulties in normal network operation of operators, restrictions on users' Internet habits, etc., and achieve the effect of broad market prospects.
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[0023] A NAT identification method based on network traffic characteristics, including the following steps:
[0024] (1) Data collection
[0025] Data collection is realized through Win Dump packet capture tool software, routers, PCs and L2 switch port mirroring. The collected data includes PC traffic and internal host traffic behind the NAT device. During the data collection process, Ensure that the network environment of the PC host and the NAT device host are consistent;
[0026] (2) Data preprocessing
[0027] First, the collected data needs to be extracted in the form of five-tuples. In the process of stream extraction, the TCP stream and UDP stream will be processed differently. At the same time, the data in the
[0028] The NAT device and the ordinary host are marked separately for subsequent data mining. The five-tuples are respectively the source IP address, the destination IP address, the source port number, the destination port number, and the transport layer protocol type; ...
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