FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4221036576> ?p ?o ?g. }

• W4221036576 abstract "Summary Software vulnerability is a fundamental problem in cybersecurity, which poses severe threats to the secure operation of devices and systems. In this paper, we propose a new vulnerability detection framework of employing advanced neural embedding. For example, CodeBERT is a large‐scale pre‐trained embedding model for natural language and programming language. It achieves state‐of‐the‐art performance on various natural language processing and code analysis tasks, demonstrating improved generalization ability compared with conventional models. The proposed framework encapsulates CodeBERT as a code representation generator and combines it with transfer learning to conduct cross‐project vulnerability detection. Considering the problem of lacking code embedding models on C source code, we extract the knowledge from C source code to fine‐tune the pre‐trained embedding model, so as to better facilitate the detection of function‐level vulnerabilities in C open‐source projects. To address the severe data imbalance issue in real‐world scenarios, we introduce code argumentation idea and use a large number of synthetic vulnerability data to further improve the robustness of the detection method. Experimental results show that the proposed vulnerability detection framework achieves better performance than existing methods." @default.
• W4221036576 created "2022-04-03" @default.
• W4221036576 creator A5005866333 @default.
• W4221036576 creator A5042973046 @default.
• W4221036576 creator A5056896173 @default.
• W4221036576 creator A5085946103 @default.
• W4221036576 date "2022-03-14" @default.
• W4221036576 modified "2023-10-02" @default.
• W4221036576 title "Intelligent detection of vulnerable functions in software through neural embedding‐based code analysis" @default.
• W4221036576 cites W1997236144 @default.
• W4221036576 cites W2027887391 @default.
• W4221036576 cites W2043837581 @default.
• W4221036576 cites W2051000513 @default.
• W4221036576 cites W2161251616 @default.
• W4221036576 cites W2164582878 @default.
• W4221036576 cites W2165004968 @default.
• W4221036576 cites W2166336492 @default.
• W4221036576 cites W2765858138 @default.
• W4221036576 cites W2770227012 @default.
• W4221036576 cites W2790664081 @default.
• W4221036576 cites W2794659749 @default.
• W4221036576 cites W2796200341 @default.
• W4221036576 cites W2905097561 @default.
• W4221036576 cites W2950087183 @default.
• W4221036576 cites W2966342255 @default.
• W4221036576 cites W2976184969 @default.
• W4221036576 cites W2980999875 @default.
• W4221036576 cites W2981023147 @default.
• W4221036576 cites W2988065079 @default.
• W4221036576 cites W3008371681 @default.
• W4221036576 cites W3009129408 @default.
• W4221036576 cites W3011056055 @default.
• W4221036576 cites W3033777149 @default.
• W4221036576 cites W3042888165 @default.
• W4221036576 cites W3098605233 @default.
• W4221036576 cites W3101228802 @default.
• W4221036576 cites W3112311055 @default.
• W4221036576 cites W3127736190 @default.
• W4221036576 cites W3161938055 @default.
• W4221036576 cites W3163087230 @default.
• W4221036576 cites W3184914355 @default.
• W4221036576 cites W3200780444 @default.
• W4221036576 doi "https://doi.org/10.1002/nem.2198" @default.
• W4221036576 hasPublicationYear "2022" @default.
• W4221036576 type Work @default.
• W4221036576 citedByCount "0" @default.
• W4221036576 crossrefType "journal-article" @default.
• W4221036576 hasAuthorship W4221036576A5005866333 @default.
• W4221036576 hasAuthorship W4221036576A5042973046 @default.
• W4221036576 hasAuthorship W4221036576A5056896173 @default.
• W4221036576 hasAuthorship W4221036576A5085946103 @default.
• W4221036576 hasConcept C104317684 @default.
• W4221036576 hasConcept C119857082 @default.
• W4221036576 hasConcept C133162039 @default.
• W4221036576 hasConcept C134306372 @default.
• W4221036576 hasConcept C154945302 @default.
• W4221036576 hasConcept C177148314 @default.
• W4221036576 hasConcept C177264268 @default.
• W4221036576 hasConcept C185592680 @default.
• W4221036576 hasConcept C199360897 @default.
• W4221036576 hasConcept C26517878 @default.
• W4221036576 hasConcept C2776760102 @default.
• W4221036576 hasConcept C2777904410 @default.
• W4221036576 hasConcept C33923547 @default.
• W4221036576 hasConcept C38652104 @default.
• W4221036576 hasConcept C41008148 @default.
• W4221036576 hasConcept C41608201 @default.
• W4221036576 hasConcept C43126263 @default.
• W4221036576 hasConcept C55493867 @default.
• W4221036576 hasConcept C63479239 @default.
• W4221036576 hasConcept C95713431 @default.
• W4221036576 hasConceptScore W4221036576C104317684 @default.
• W4221036576 hasConceptScore W4221036576C119857082 @default.
• W4221036576 hasConceptScore W4221036576C133162039 @default.
• W4221036576 hasConceptScore W4221036576C134306372 @default.
• W4221036576 hasConceptScore W4221036576C154945302 @default.
• W4221036576 hasConceptScore W4221036576C177148314 @default.
• W4221036576 hasConceptScore W4221036576C177264268 @default.
• W4221036576 hasConceptScore W4221036576C185592680 @default.
• W4221036576 hasConceptScore W4221036576C199360897 @default.
• W4221036576 hasConceptScore W4221036576C26517878 @default.
• W4221036576 hasConceptScore W4221036576C2776760102 @default.
• W4221036576 hasConceptScore W4221036576C2777904410 @default.
• W4221036576 hasConceptScore W4221036576C33923547 @default.
• W4221036576 hasConceptScore W4221036576C38652104 @default.
• W4221036576 hasConceptScore W4221036576C41008148 @default.
• W4221036576 hasConceptScore W4221036576C41608201 @default.
• W4221036576 hasConceptScore W4221036576C43126263 @default.
• W4221036576 hasConceptScore W4221036576C55493867 @default.
• W4221036576 hasConceptScore W4221036576C63479239 @default.
• W4221036576 hasConceptScore W4221036576C95713431 @default.
• W4221036576 hasIssue "3" @default.
• W4221036576 hasLocation W42210365761 @default.
• W4221036576 hasOpenAccess W4221036576 @default.
• W4221036576 hasPrimaryLocation W42210365761 @default.
• W4221036576 hasRelatedWork W1569374677 @default.
• W4221036576 hasRelatedWork W2084957735 @default.
• W4221036576 hasRelatedWork W2160620982 @default.
• W4221036576 hasRelatedWork W2281360585 @default.
• W4221036576 hasRelatedWork W2374073571 @default.

• next