Data stream classification method and system based on machine learning
A technology of machine learning and classification methods, applied in the field of computer networks, to achieve the effect of improving classification accuracy
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[0027] The present invention will be further described now in conjunction with accompanying drawing.
[0028] refer to figure 1 , the present invention operates in a data stream classification system, the system includes a core module and an auxiliary module, the core module includes a data stream management and feature extraction module, a machine learning classification module, and a classification module; the auxiliary module includes a data stream capture Filter module, log encapsulation module.
[0029] The data flow capturing and filtering module is used to capture data packets on the network link, and this module will judge whether it is a legal data packet according to the packet header information of each data layer of the data packet and conforms to the input rules of the system, whether it is illegal or does not meet the requirements of the system. Packets for the rule will be dropped;
[0030] The data flow management and feature extraction module establishes a c...
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