Research on Malicious URL Detection Technology Based on BERT Model

2021 IEEE 9th International Conference on Information, Communication and Networks (ICICN)(2021)

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摘要
In network security, as malicious URLs increase and change, their detection has gradually become more important. The existing malicious URL detection methods lack the description of location and context semantics. This paper proposes a malicious URL based on the BERT model. The URL detection method first uses the preprocessing method to solve the problem of a large number of random characters form...
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关键词
Uniform resource locators,Phishing,Particle separators,Conferences,Bit error rate,Text categorization,Semantics
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