Web Fingerprint Intelligent Recognition Integrating Knowledge in the Field of Network Security
Aiming at the limited ability of Web fingerprint identification,this paper puts forward a Web fingerprint identification method which integrates the knowledge of network security field.This method combines network knowledge with Web fingerprint recognition ability by constructing a term dictionary in the field of network security and using a pre-trained professional domain word vector,and optimizes recognition results by using white characters and special keywords in web pages.The experimental re-sults show that the average recognition accuracy of multiple models is increased from 75.1%to 82.5%,recall rate from 62.3%to 75.7%,F1 score from 0.683 to 0.790 after the integration of network security knowledge strategies.
web fingerprint recognitionwhite space character processingspecial keyword recognitionnetwork securityinte-grating knowledge