Matches in SemOpenAlex for { <https://semopenalex.org/work/W2913334908> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2913334908 endingPage "29900" @default.
- W2913334908 startingPage "29891" @default.
- W2913334908 abstract "With the continuous development of Web attacks, many web applications have been suffering from various forms of security threats and network attacks. The security detection of URLs has always been the focus of Web security. Many web application resources can be accessed by simply entering an URL or clicking a link in the browser. An attacker can construct various web attacks such as SQL, XSS, and information disclosure by embedding executable code or injecting malicious code into the URL. Therefore, it is necessary to improve the reliability and security of web applications by accurately detecting malicious URLs. This paper designs a convolutional gated-recurrent-unit (GRU) neural network for the detection of malicious URLs detection based on characters as text classification features. Considering that malicious keywords are unique to URLs, a feature representation method of URLs based on malicious keywords is proposed, and a GRU is used in place of the original pooling layer to perform feature acquisition on the time dimension, resulting in high-accuracy multicategory results. The experimental results show that our proposed neural network detection model is very suitable for high-precision classification tasks. Compared with other classification models, the model accuracy rate is above 99.6%. The use of deep learning to classify URLs to identify Web visitors' intentions has important theoretical and scientific values for Web security research, providing new ideas for intelligent security detection." @default.
- W2913334908 created "2019-02-21" @default.
- W2913334908 creator A5052275493 @default.
- W2913334908 creator A5084818732 @default.
- W2913334908 creator A5089151641 @default.
- W2913334908 date "2019-01-01" @default.
- W2913334908 modified "2023-10-11" @default.
- W2913334908 title "Detecting Malicious URLs via a Keyword-Based Convolutional Gated-Recurrent-Unit Neural Network" @default.
- W2913334908 cites W1832693441 @default.
- W2913334908 cites W1985920648 @default.
- W2913334908 cites W2064675550 @default.
- W2913334908 cites W2107878631 @default.
- W2913334908 cites W2146729596 @default.
- W2913334908 cites W2321446074 @default.
- W2913334908 cites W2625935159 @default.
- W2913334908 cites W2745040938 @default.
- W2913334908 cites W2750674396 @default.
- W2913334908 cites W2895148565 @default.
- W2913334908 cites W2964199361 @default.
- W2913334908 cites W4240381657 @default.
- W2913334908 doi "https://doi.org/10.1109/access.2019.2895751" @default.
- W2913334908 hasPublicationYear "2019" @default.
- W2913334908 type Work @default.
- W2913334908 sameAs 2913334908 @default.
- W2913334908 citedByCount "50" @default.
- W2913334908 countsByYear W29133349082019 @default.
- W2913334908 countsByYear W29133349082020 @default.
- W2913334908 countsByYear W29133349082021 @default.
- W2913334908 countsByYear W29133349082022 @default.
- W2913334908 countsByYear W29133349082023 @default.
- W2913334908 crossrefType "journal-article" @default.
- W2913334908 hasAuthorship W2913334908A5052275493 @default.
- W2913334908 hasAuthorship W2913334908A5084818732 @default.
- W2913334908 hasAuthorship W2913334908A5089151641 @default.
- W2913334908 hasBestOaLocation W29133349081 @default.
- W2913334908 hasConcept C111919701 @default.
- W2913334908 hasConcept C119857082 @default.
- W2913334908 hasConcept C124101348 @default.
- W2913334908 hasConcept C136764020 @default.
- W2913334908 hasConcept C138885662 @default.
- W2913334908 hasConcept C154945302 @default.
- W2913334908 hasConcept C160145156 @default.
- W2913334908 hasConcept C182590292 @default.
- W2913334908 hasConcept C21959979 @default.
- W2913334908 hasConcept C23123220 @default.
- W2913334908 hasConcept C2776401178 @default.
- W2913334908 hasConcept C35525427 @default.
- W2913334908 hasConcept C38652104 @default.
- W2913334908 hasConcept C39569185 @default.
- W2913334908 hasConcept C41008148 @default.
- W2913334908 hasConcept C41895202 @default.
- W2913334908 hasConcept C59241245 @default.
- W2913334908 hasConcept C79373723 @default.
- W2913334908 hasConcept C81363708 @default.
- W2913334908 hasConceptScore W2913334908C111919701 @default.
- W2913334908 hasConceptScore W2913334908C119857082 @default.
- W2913334908 hasConceptScore W2913334908C124101348 @default.
- W2913334908 hasConceptScore W2913334908C136764020 @default.
- W2913334908 hasConceptScore W2913334908C138885662 @default.
- W2913334908 hasConceptScore W2913334908C154945302 @default.
- W2913334908 hasConceptScore W2913334908C160145156 @default.
- W2913334908 hasConceptScore W2913334908C182590292 @default.
- W2913334908 hasConceptScore W2913334908C21959979 @default.
- W2913334908 hasConceptScore W2913334908C23123220 @default.
- W2913334908 hasConceptScore W2913334908C2776401178 @default.
- W2913334908 hasConceptScore W2913334908C35525427 @default.
- W2913334908 hasConceptScore W2913334908C38652104 @default.
- W2913334908 hasConceptScore W2913334908C39569185 @default.
- W2913334908 hasConceptScore W2913334908C41008148 @default.
- W2913334908 hasConceptScore W2913334908C41895202 @default.
- W2913334908 hasConceptScore W2913334908C59241245 @default.
- W2913334908 hasConceptScore W2913334908C79373723 @default.
- W2913334908 hasConceptScore W2913334908C81363708 @default.
- W2913334908 hasFunder F4320321001 @default.
- W2913334908 hasLocation W29133349081 @default.
- W2913334908 hasLocation W29133349082 @default.
- W2913334908 hasOpenAccess W2913334908 @default.
- W2913334908 hasPrimaryLocation W29133349081 @default.
- W2913334908 hasRelatedWork W110525654 @default.
- W2913334908 hasRelatedWork W1531015913 @default.
- W2913334908 hasRelatedWork W2117221897 @default.
- W2913334908 hasRelatedWork W2365498287 @default.
- W2913334908 hasRelatedWork W2366221835 @default.
- W2913334908 hasRelatedWork W2619156148 @default.
- W2913334908 hasRelatedWork W3021430260 @default.
- W2913334908 hasRelatedWork W3027997911 @default.
- W2913334908 hasRelatedWork W4210852651 @default.
- W2913334908 hasRelatedWork W4287776258 @default.
- W2913334908 hasVolume "7" @default.
- W2913334908 isParatext "false" @default.
- W2913334908 isRetracted "false" @default.
- W2913334908 magId "2913334908" @default.
- W2913334908 workType "article" @default.