Matches in SemOpenAlex for { <https://semopenalex.org/work/W110007310> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W110007310 endingPage "231" @default.
- W110007310 startingPage "217" @default.
- W110007310 abstract "Software vulnerabilities represent a major cause of cyber-security problems. The National Vulnerability Database (NVD) is a public data source that maintains standardized information about reported software vulnerabilities. Since its inception in 1997, NVD has published information about more than 43,000 software vulnerabilities affecting more than 17,000 software applications. This information is potentially valuable in understanding trends and patterns in software vulnerabilities, so that one can better manage the security of computer systems that are pestered by the ubiquitous software security flaws. In particular, one would like to be able to predict the likelihood that a piece of software contains a yet-to-be-discovered vulnerability, which must be taken into account in security management due to the increasing trend in zero-day attacks. We conducted an empirical study on applying data-mining techniques on NVD data with the objective of predicting the time to next vulnerability for a given software application. We experimented with various features constructed using the information available in NVD, and applied various machine learning algorithms to examine the predictive power of the data. Our results show that the data in NVD generally have poor prediction capability, with the exception of a few vendors and software applications. By doing a large number of experiments and observing the data, we suggest several reasons for why the NVD data have not produced a reasonable prediction model for time to next vulnerability with our current approach." @default.
- W110007310 created "2016-06-24" @default.
- W110007310 creator A5016516021 @default.
- W110007310 creator A5057391062 @default.
- W110007310 creator A5067341711 @default.
- W110007310 date "2011-01-01" @default.
- W110007310 modified "2023-10-18" @default.
- W110007310 title "An Empirical Study on Using the National Vulnerability Database to Predict Software Vulnerabilities" @default.
- W110007310 cites W1515452738 @default.
- W110007310 cites W1982950099 @default.
- W110007310 cites W2022695357 @default.
- W110007310 cites W2054127354 @default.
- W110007310 cites W2078283664 @default.
- W110007310 cites W2083658929 @default.
- W110007310 cites W2091673436 @default.
- W110007310 cites W2100033648 @default.
- W110007310 cites W2110908300 @default.
- W110007310 cites W2121141821 @default.
- W110007310 cites W2121805588 @default.
- W110007310 cites W2126513985 @default.
- W110007310 cites W2171797753 @default.
- W110007310 cites W2207375515 @default.
- W110007310 doi "https://doi.org/10.1007/978-3-642-23088-2_15" @default.
- W110007310 hasPublicationYear "2011" @default.
- W110007310 type Work @default.
- W110007310 sameAs 110007310 @default.
- W110007310 citedByCount "96" @default.
- W110007310 countsByYear W1100073102012 @default.
- W110007310 countsByYear W1100073102013 @default.
- W110007310 countsByYear W1100073102014 @default.
- W110007310 countsByYear W1100073102015 @default.
- W110007310 countsByYear W1100073102016 @default.
- W110007310 countsByYear W1100073102017 @default.
- W110007310 countsByYear W1100073102018 @default.
- W110007310 countsByYear W1100073102019 @default.
- W110007310 countsByYear W1100073102020 @default.
- W110007310 countsByYear W1100073102021 @default.
- W110007310 countsByYear W1100073102022 @default.
- W110007310 countsByYear W1100073102023 @default.
- W110007310 crossrefType "book-chapter" @default.
- W110007310 hasAuthorship W110007310A5016516021 @default.
- W110007310 hasAuthorship W110007310A5057391062 @default.
- W110007310 hasAuthorship W110007310A5067341711 @default.
- W110007310 hasConcept C1009929 @default.
- W110007310 hasConcept C124101348 @default.
- W110007310 hasConcept C131275738 @default.
- W110007310 hasConcept C137176749 @default.
- W110007310 hasConcept C15744967 @default.
- W110007310 hasConcept C167063184 @default.
- W110007310 hasConcept C172776598 @default.
- W110007310 hasConcept C199360897 @default.
- W110007310 hasConcept C22680326 @default.
- W110007310 hasConcept C2777904410 @default.
- W110007310 hasConcept C29983905 @default.
- W110007310 hasConcept C38652104 @default.
- W110007310 hasConcept C41008148 @default.
- W110007310 hasConcept C527648132 @default.
- W110007310 hasConcept C529173508 @default.
- W110007310 hasConcept C542102704 @default.
- W110007310 hasConcept C62913178 @default.
- W110007310 hasConcept C77088390 @default.
- W110007310 hasConcept C95713431 @default.
- W110007310 hasConceptScore W110007310C1009929 @default.
- W110007310 hasConceptScore W110007310C124101348 @default.
- W110007310 hasConceptScore W110007310C131275738 @default.
- W110007310 hasConceptScore W110007310C137176749 @default.
- W110007310 hasConceptScore W110007310C15744967 @default.
- W110007310 hasConceptScore W110007310C167063184 @default.
- W110007310 hasConceptScore W110007310C172776598 @default.
- W110007310 hasConceptScore W110007310C199360897 @default.
- W110007310 hasConceptScore W110007310C22680326 @default.
- W110007310 hasConceptScore W110007310C2777904410 @default.
- W110007310 hasConceptScore W110007310C29983905 @default.
- W110007310 hasConceptScore W110007310C38652104 @default.
- W110007310 hasConceptScore W110007310C41008148 @default.
- W110007310 hasConceptScore W110007310C527648132 @default.
- W110007310 hasConceptScore W110007310C529173508 @default.
- W110007310 hasConceptScore W110007310C542102704 @default.
- W110007310 hasConceptScore W110007310C62913178 @default.
- W110007310 hasConceptScore W110007310C77088390 @default.
- W110007310 hasConceptScore W110007310C95713431 @default.
- W110007310 hasLocation W1100073101 @default.
- W110007310 hasOpenAccess W110007310 @default.
- W110007310 hasPrimaryLocation W1100073101 @default.
- W110007310 hasRelatedWork W1967824749 @default.
- W110007310 hasRelatedWork W2048899404 @default.
- W110007310 hasRelatedWork W2135328446 @default.
- W110007310 hasRelatedWork W2143311288 @default.
- W110007310 hasRelatedWork W2383958993 @default.
- W110007310 hasRelatedWork W2537414278 @default.
- W110007310 hasRelatedWork W2765514145 @default.
- W110007310 hasRelatedWork W3043810321 @default.
- W110007310 hasRelatedWork W4206646452 @default.
- W110007310 hasRelatedWork W2560421591 @default.
- W110007310 isParatext "false" @default.
- W110007310 isRetracted "false" @default.
- W110007310 magId "110007310" @default.
- W110007310 workType "book-chapter" @default.