Protocol Identification Method Based on Message Similarity and Deep Learning

Qingtian Wang,Shunzheng Yu

2021 IEEE 3rd International Conference on Frontiers Technology of Information and Computer (ICFTIC)(2021)

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摘要
Traditional protocol identification methods rely too much on feature design, which is time-consuming, laborious and low accuracy; At present, most of the protocol identification technologies based on deep learning convert the protocol traffic into a picture format suitable for the input of convolutional neural network. This approach does not conform to the essential feature that network traffic is...
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关键词
Protocol identification,Message clustering,Gated recurrent unit,Deep learning
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