Vulnerability mining method and device, storage medium and electronic equipment
The invention discloses a vulnerability mining method and device, a storage medium and electronic equipment. The method comprises the steps of obtaining a vulnerability data set corresponding to a target communication protocol when it is detected that the target communication protocol exists in the...
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creator | WAN CHAOHUA WEI YUNCHUAN GONG ZUOYE DU GUAN |
description | The invention discloses a vulnerability mining method and device, a storage medium and electronic equipment. The method comprises the steps of obtaining a vulnerability data set corresponding to a target communication protocol when it is detected that the target communication protocol exists in the industrial control system; transfer learning training is carried out on the first vulnerability mining model according to a target learning rate and the vulnerability data set to obtain a target vulnerability mining model, the target learning rate is used for controlling the step length of parameter updating of the first vulnerability mining model, and the first vulnerability mining model is obtained through training according to a sample vulnerability data set corresponding to the first communication protocol; according to the target vulnerability mining model, vulnerability mining is carried out on the target communication protocol, a vulnerability mining result is obtained, and the vulnerability mining result is |
format | Patent |
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The method comprises the steps of obtaining a vulnerability data set corresponding to a target communication protocol when it is detected that the target communication protocol exists in the industrial control system; transfer learning training is carried out on the first vulnerability mining model according to a target learning rate and the vulnerability data set to obtain a target vulnerability mining model, the target learning rate is used for controlling the step length of parameter updating of the first vulnerability mining model, and the first vulnerability mining model is obtained through training according to a sample vulnerability data set corresponding to the first communication protocol; according to the target vulnerability mining model, vulnerability mining is carried out on the target communication protocol, a vulnerability mining result is obtained, and the vulnerability mining result is</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; ELECTRIC COMMUNICATION TECHNIQUE ; ELECTRICITY ; PHYSICS ; TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240514&DB=EPODOC&CC=CN&NR=118041643A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76290</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240514&DB=EPODOC&CC=CN&NR=118041643A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>WAN CHAOHUA</creatorcontrib><creatorcontrib>WEI YUNCHUAN</creatorcontrib><creatorcontrib>GONG ZUOYE</creatorcontrib><creatorcontrib>DU GUAN</creatorcontrib><title>Vulnerability mining method and device, storage medium and electronic equipment</title><description>The invention discloses a vulnerability mining method and device, a storage medium and electronic equipment. 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The method comprises the steps of obtaining a vulnerability data set corresponding to a target communication protocol when it is detected that the target communication protocol exists in the industrial control system; transfer learning training is carried out on the first vulnerability mining model according to a target learning rate and the vulnerability data set to obtain a target vulnerability mining model, the target learning rate is used for controlling the step length of parameter updating of the first vulnerability mining model, and the first vulnerability mining model is obtained through training according to a sample vulnerability data set corresponding to the first communication protocol; according to the target vulnerability mining model, vulnerability mining is carried out on the target communication protocol, a vulnerability mining result is obtained, and the vulnerability mining result is</abstract><oa>free_for_read</oa></addata></record> |
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language | chi ; eng |
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subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC COMMUNICATION TECHNIQUE ELECTRICITY PHYSICS TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION |
title | Vulnerability mining method and device, storage medium and electronic equipment |
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