Matches in SemOpenAlex for { <https://semopenalex.org/work/W4206339713> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W4206339713 abstract "Security bug report (SBR) prediction has been increasingly investigated for eliminating security attack risks of software products. However, there is still much room for improving the performance of automatic SBR prediction. This work is inspired by the work of two recent studies proposed by Peters et al. and Wu et al., which are focused on SBR prediction and both published on the top tier journal TSE (Transactions on Software Engineering). The goal of this work is to improve the effectiveness of supervised machine learning-based SBR prediction with the help of software security domain knowledge. It first extracts software security domain knowledge from CWE (Common Weakness Enumeration) and CVE (Common Vulnerabilities Exposure), which are authoritative sources of software vulnerability. After that, the matrix of bug reports is generated based on the roots of security domain keywords. Large-scale experiments are conducted on a set of trustworthy datasets cleaned by Wu et al. The results show our domain knowledge-guided approach could improve the effectiveness of SBR prediction by 25% in terms of F1-score on average." @default.
- W4206339713 created "2022-01-26" @default.
- W4206339713 creator A5003258446 @default.
- W4206339713 creator A5027533845 @default.
- W4206339713 creator A5032769690 @default.
- W4206339713 creator A5034916569 @default.
- W4206339713 creator A5035031650 @default.
- W4206339713 creator A5061098741 @default.
- W4206339713 date "2021-08-01" @default.
- W4206339713 modified "2023-10-12" @default.
- W4206339713 title "A Domain Knowledge-Guided Lightweight Approach for Security Bug Reports Prediction" @default.
- W4206339713 cites W2023511777 @default.
- W4206339713 cites W2101726875 @default.
- W4206339713 cites W2123493477 @default.
- W4206339713 cites W2154183829 @default.
- W4206339713 cites W2314785379 @default.
- W4206339713 cites W2570487166 @default.
- W4206339713 cites W2741600166 @default.
- W4206339713 cites W2795990847 @default.
- W4206339713 cites W2886714101 @default.
- W4206339713 cites W2900832447 @default.
- W4206339713 cites W2911964244 @default.
- W4206339713 cites W2966158888 @default.
- W4206339713 cites W2967289945 @default.
- W4206339713 cites W2984385475 @default.
- W4206339713 cites W2994839422 @default.
- W4206339713 cites W3015200424 @default.
- W4206339713 cites W3120671187 @default.
- W4206339713 cites W3134770171 @default.
- W4206339713 cites W3160201490 @default.
- W4206339713 cites W3161071537 @default.
- W4206339713 doi "https://doi.org/10.1109/dsa52907.2021.00055" @default.
- W4206339713 hasPublicationYear "2021" @default.
- W4206339713 type Work @default.
- W4206339713 citedByCount "1" @default.
- W4206339713 countsByYear W42063397132023 @default.
- W4206339713 crossrefType "proceedings-article" @default.
- W4206339713 hasAuthorship W4206339713A5003258446 @default.
- W4206339713 hasAuthorship W4206339713A5027533845 @default.
- W4206339713 hasAuthorship W4206339713A5032769690 @default.
- W4206339713 hasAuthorship W4206339713A5034916569 @default.
- W4206339713 hasAuthorship W4206339713A5035031650 @default.
- W4206339713 hasAuthorship W4206339713A5061098741 @default.
- W4206339713 hasConcept C119857082 @default.
- W4206339713 hasConcept C124101348 @default.
- W4206339713 hasConcept C134306372 @default.
- W4206339713 hasConcept C154945302 @default.
- W4206339713 hasConcept C177264268 @default.
- W4206339713 hasConcept C199360897 @default.
- W4206339713 hasConcept C207685749 @default.
- W4206339713 hasConcept C2777904410 @default.
- W4206339713 hasConcept C29983905 @default.
- W4206339713 hasConcept C33923547 @default.
- W4206339713 hasConcept C36503486 @default.
- W4206339713 hasConcept C38652104 @default.
- W4206339713 hasConcept C41008148 @default.
- W4206339713 hasConcept C527648132 @default.
- W4206339713 hasConcept C62913178 @default.
- W4206339713 hasConcept C95713431 @default.
- W4206339713 hasConceptScore W4206339713C119857082 @default.
- W4206339713 hasConceptScore W4206339713C124101348 @default.
- W4206339713 hasConceptScore W4206339713C134306372 @default.
- W4206339713 hasConceptScore W4206339713C154945302 @default.
- W4206339713 hasConceptScore W4206339713C177264268 @default.
- W4206339713 hasConceptScore W4206339713C199360897 @default.
- W4206339713 hasConceptScore W4206339713C207685749 @default.
- W4206339713 hasConceptScore W4206339713C2777904410 @default.
- W4206339713 hasConceptScore W4206339713C29983905 @default.
- W4206339713 hasConceptScore W4206339713C33923547 @default.
- W4206339713 hasConceptScore W4206339713C36503486 @default.
- W4206339713 hasConceptScore W4206339713C38652104 @default.
- W4206339713 hasConceptScore W4206339713C41008148 @default.
- W4206339713 hasConceptScore W4206339713C527648132 @default.
- W4206339713 hasConceptScore W4206339713C62913178 @default.
- W4206339713 hasConceptScore W4206339713C95713431 @default.
- W4206339713 hasFunder F4320311649 @default.
- W4206339713 hasLocation W42063397131 @default.
- W4206339713 hasOpenAccess W4206339713 @default.
- W4206339713 hasPrimaryLocation W42063397131 @default.
- W4206339713 hasRelatedWork W2135328446 @default.
- W4206339713 hasRelatedWork W2143311288 @default.
- W4206339713 hasRelatedWork W2327777031 @default.
- W4206339713 hasRelatedWork W2430357810 @default.
- W4206339713 hasRelatedWork W2718813204 @default.
- W4206339713 hasRelatedWork W2785394510 @default.
- W4206339713 hasRelatedWork W4200107375 @default.
- W4206339713 hasRelatedWork W4206646452 @default.
- W4206339713 hasRelatedWork W4230352667 @default.
- W4206339713 hasRelatedWork W4293696969 @default.
- W4206339713 isParatext "false" @default.
- W4206339713 isRetracted "false" @default.
- W4206339713 workType "article" @default.