Machine learning-based xss defense system and realization method thereof
A machine learning and defense system technology, applied in transmission systems, electrical components, platform integrity maintenance, etc., can solve the problem of not automatically learning and updating the xss filtering rule base, attacking users, etc., to achieve efficient identification, prediction, and improvement of work. The effect of efficiency
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[0036] Such as figure 1 As shown, a machine learning-based xss defense system is communicated with the business system to be tested, wherein the machine learning-based xss defense system includes several clouds, and the clouds include a data packet capture module and a machine training module , Feature value extraction module, feature value matching module, machine learning module, feature value processing module, logging module.
[0037] Specifically, the data packet capture module is used to monitor and capture the front-end messages of the service system to be tested, and transmit the captured request message information to the machine training module.
[0038] The machine training module contains a large number of normal request samples and xss attack samples. In this module, the machine is simulated and trained through the machine learning algorithm, and the machine remembers the pattern of the network data packet of the normal request statement. After the machine traini...
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