{"id":"https://openalex.org/W2296718798","doi":"https://doi.org/10.1109/bigcomp.2016.7425809","title":"Improving vulnerability prediction accuracy with Secure Coding Standard violation measures","display_name":"Improving vulnerability prediction accuracy with Secure Coding Standard violation measures","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2296718798","doi":"https://doi.org/10.1109/bigcomp.2016.7425809","mag":"2296718798"},"language":"en","primary_location":{"id":"doi:10.1109/bigcomp.2016.7425809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp.2016.7425809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Big Data and Smart Computing (BigComp)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056073153","display_name":"Joonseok Yang","orcid":"https://orcid.org/0000-0002-1621-1588"},"institutions":[{"id":"https://openalex.org/I4210131320","display_name":"LG (South Korea)","ror":"https://ror.org/03ddh2c27","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210131320"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Joonseok Yang","raw_affiliation_strings":["LG Electronics Inc., Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"LG Electronics Inc., Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210131320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079355233","display_name":"Duksan Ryu","orcid":"https://orcid.org/0000-0002-9556-0873"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Duksan Ryu","raw_affiliation_strings":["School of Computing, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Computing, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046980238","display_name":"Jongmoon Baik","orcid":"https://orcid.org/0000-0002-2546-7665"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongmoon Baik","raw_affiliation_strings":["School of Computing, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Computing, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056073153"],"corresponding_institution_ids":["https://openalex.org/I4210131320"],"apc_list":null,"apc_paid":null,"fwci":10.2066,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97931214,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7653634548187256},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.7639079689979553},{"id":"https://openalex.org/keywords/secure-coding","display_name":"Secure coding","score":0.6762025952339172},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6752171516418457},{"id":"https://openalex.org/keywords/software-security-assurance","display_name":"Software security assurance","score":0.582379937171936},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5396727323532104},{"id":"https://openalex.org/keywords/vulnerability-management","display_name":"Vulnerability management","score":0.5110231637954712},{"id":"https://openalex.org/keywords/vulnerability-assessment","display_name":"Vulnerability assessment","score":0.5067256093025208},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4290268123149872},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41631361842155457},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41441208124160767},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3929922878742218},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2630494236946106},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.19822993874549866},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11566111445426941},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08207729458808899}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7653634548187256},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.7639079689979553},{"id":"https://openalex.org/C22680326","wikidata":"https://www.wikidata.org/wiki/Q7444867","display_name":"Secure coding","level":5,"score":0.6762025952339172},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6752171516418457},{"id":"https://openalex.org/C62913178","wikidata":"https://www.wikidata.org/wiki/Q7554361","display_name":"Software security assurance","level":4,"score":0.582379937171936},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5396727323532104},{"id":"https://openalex.org/C172776598","wikidata":"https://www.wikidata.org/wiki/Q7943570","display_name":"Vulnerability management","level":4,"score":0.5110231637954712},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.5067256093025208},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4290268123149872},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41631361842155457},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41441208124160767},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3929922878742218},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2630494236946106},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.19822993874549866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11566111445426941},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08207729458808899},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C29983905","wikidata":"https://www.wikidata.org/wiki/Q7445066","display_name":"Security service","level":3,"score":0.0},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigcomp.2016.7425809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp.2016.7425809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Big Data and Smart Computing (BigComp)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W129457532","https://openalex.org/W1599283610","https://openalex.org/W1693750927","https://openalex.org/W1965860954","https://openalex.org/W1968936982","https://openalex.org/W2003529494","https://openalex.org/W2043837581","https://openalex.org/W2063770056","https://openalex.org/W2067148378","https://openalex.org/W2104167780","https://openalex.org/W2109676405","https://openalex.org/W2112770261","https://openalex.org/W2119191234","https://openalex.org/W2133575467","https://openalex.org/W2137789775","https://openalex.org/W2148143831","https://openalex.org/W2154398797","https://openalex.org/W2158297335","https://openalex.org/W2159610968","https://openalex.org/W2166336492","https://openalex.org/W2253113774","https://openalex.org/W4237863521","https://openalex.org/W4252811508","https://openalex.org/W6605134655","https://openalex.org/W6636102394","https://openalex.org/W6637580268"],"related_works":["https://openalex.org/W2383958993","https://openalex.org/W2892115998","https://openalex.org/W2560421591","https://openalex.org/W3043810321","https://openalex.org/W2062583373","https://openalex.org/W2537414278","https://openalex.org/W1978034799","https://openalex.org/W4384518368","https://openalex.org/W2509785410","https://openalex.org/W3036597447"],"abstract_inverted_index":{"As":[0],"the":[1,8,58,73,94,108,131,138,141,144,148,170,175],"need":[2],"of":[3,10,140,147,160],"software":[4,14,22,33,40,86,96,110],"has":[5,15],"been":[6,16,49],"increasing,":[7],"danger":[9],"malicious":[11],"attacks":[12],"against":[13,24],"worse.":[17],"In":[18,72,119],"order":[19],"to":[20,114],"fortify":[21],"systems":[23],"adversaries,":[25],"researchers":[26],"have":[27,48,98],"devoted":[28],"significant":[29],"efforts":[30],"on":[31,57,84,93,130],"mitigating":[32],"vulnerabilities.":[34],"To":[35,136],"eliminate":[36,65],"security":[37],"vulnerabilities":[38,66],"from":[39],"with":[41],"lower":[42],"inspection":[43],"effort,":[44],"vulnerability":[45,74,78,89,116,126,176],"prediction":[46,75,79,90,101,127,145,150,161,177],"approaches":[47],"emerged.":[50],"By":[51],"allocating":[52],"human":[53],"and":[54,152,163],"time":[55],"resource":[56],"potentially":[59],"vulnerable":[60],"subset,":[61],"development":[62],"organization":[63],"could":[64],"in":[67,158],"a":[68,77,124],"cost":[69,105,164],"effective":[70],"manner.":[71],"approaches,":[76],"model":[80],"is":[81],"constructed":[82],"based":[83,92,129],"various":[85],"attributes.":[87],"However,":[88],"models":[91,151,155],"traditional":[95,109,154],"attributes":[97,111],"provided":[99],"poor":[100],"accuracy":[102,162],"or":[103],"low":[104],"effectiveness":[106],"since":[107],"are":[112],"unable":[113],"reflect":[115],"characteristics":[117],"sufficiently.":[118],"this":[120],"paper,":[121],"we":[122],"propose":[123],"novel":[125],"approach":[128],"CERT-C":[132],"Secure":[133],"Coding":[134],"Standard.":[135],"evaluate":[137],"efficacy":[139],"proposed":[142,171],"approach,":[143],"results":[146,167],"suggested":[149],"other":[153],"were":[156],"assessed":[157],"terms":[159],"effectiveness.":[165],"The":[166],"show":[168],"that":[169],"method":[172],"can":[173],"improve":[174],"accuracy.":[178]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-20T23:13:51.555489","created_date":"2025-10-10T00:00:00"}
