{"id":"https://openalex.org/W1968572451","doi":"https://doi.org/10.1145/1988630.1988632","title":"An initial study on the use of execution complexity metrics as indicators of software vulnerabilities","display_name":"An initial study on the use of execution complexity metrics as indicators of software vulnerabilities","publication_year":2011,"publication_date":"2011-05-22","ids":{"openalex":"https://openalex.org/W1968572451","doi":"https://doi.org/10.1145/1988630.1988632","mag":"1968572451"},"language":"en","primary_location":{"id":"doi:10.1145/1988630.1988632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1988630.1988632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Workshop on Software Engineering for Secure Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5020844039","display_name":"Yonghee Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yonghee Shin","raw_affiliation_strings":["DePaul University, Chicago, IL, USA","DePaul University , Chicago , IL , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DePaul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]},{"raw_affiliation_string":"DePaul University , Chicago , IL , USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028171895","display_name":"Laurie Williams","orcid":"https://orcid.org/0000-0003-3300-6540"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurie Williams","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6582,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.83742831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.9984999895095825,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8328220844268799},{"id":"https://openalex.org/keywords/cyclomatic-complexity","display_name":"Cyclomatic complexity","score":0.6948539614677429},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5987359285354614},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.5687098503112793},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5475535988807678},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5382435321807861},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.5312554240226746},{"id":"https://openalex.org/keywords/source-lines-of-code","display_name":"Source lines of code","score":0.5150139331817627},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.48257747292518616},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.46811097860336304},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4612957239151001},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.45730072259902954},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.4524170756340027},{"id":"https://openalex.org/keywords/kpi-driven-code-analysis","display_name":"KPI-driven code analysis","score":0.45067504048347473},{"id":"https://openalex.org/keywords/programming-complexity","display_name":"Programming complexity","score":0.4119543135166168},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.38027676939964294},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.344967782497406},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3190370798110962},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.28653818368911743},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.28410637378692627},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.23383191227912903},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15953412652015686},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.0795324444770813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328220844268799},{"id":"https://openalex.org/C187303228","wikidata":"https://www.wikidata.org/wiki/Q867330","display_name":"Cyclomatic complexity","level":3,"score":0.6948539614677429},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5987359285354614},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.5687098503112793},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5475535988807678},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5382435321807861},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.5312554240226746},{"id":"https://openalex.org/C199519371","wikidata":"https://www.wikidata.org/wiki/Q942695","display_name":"Source lines of code","level":3,"score":0.5150139331817627},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.48257747292518616},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.46811097860336304},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4612957239151001},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.45730072259902954},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.4524170756340027},{"id":"https://openalex.org/C121957198","wikidata":"https://www.wikidata.org/wiki/Q14365593","display_name":"KPI-driven code analysis","level":5,"score":0.45067504048347473},{"id":"https://openalex.org/C66429209","wikidata":"https://www.wikidata.org/wiki/Q7248499","display_name":"Programming complexity","level":5,"score":0.4119543135166168},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.38027676939964294},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.344967782497406},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3190370798110962},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.28653818368911743},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.28410637378692627},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.23383191227912903},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15953412652015686},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0795324444770813},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1988630.1988632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1988630.1988632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Workshop on Software Engineering for Secure Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1964962870","https://openalex.org/W2015004885","https://openalex.org/W2043837581","https://openalex.org/W2068965694","https://openalex.org/W2105300539","https://openalex.org/W2113004249","https://openalex.org/W2115817286","https://openalex.org/W2121866145","https://openalex.org/W2135198476","https://openalex.org/W2148957215","https://openalex.org/W2154398797","https://openalex.org/W2160958420","https://openalex.org/W2309875151","https://openalex.org/W2966207845","https://openalex.org/W4205192141"],"related_works":["https://openalex.org/W2917376359","https://openalex.org/W2986478207","https://openalex.org/W4312706861","https://openalex.org/W2947613800","https://openalex.org/W2034209539","https://openalex.org/W4233990643","https://openalex.org/W2751926149","https://openalex.org/W2047288939","https://openalex.org/W4388706046","https://openalex.org/W2594563954"],"abstract_inverted_index":{"Allocating":[0],"code":[1,10,36,40,73,79,116,138,142,148],"inspection":[2,174],"and":[3,18,46,98,144],"testing":[4],"resources":[5],"to":[6,14,30,135,145,165],"the":[7,57,93,99,119,155,166],"most":[8,120],"problematic":[9],"areas":[11],"is":[12,41],"important":[13],"reduce":[15],"development":[16],"time":[17],"cost.":[19],"While":[20],"complexity":[21,61,67,109,123,133,161,170],"metrics":[22,68,110,134,162,171],"collected":[23,71],"statically":[24],"from":[25,140],"software":[26],"artifacts":[27],"are":[28,70,111,163],"known":[29],"be":[31],"helpful":[32],"in":[33,44,172],"finding":[34],"vulnerable":[35,78,115,137,147],"locations,":[37],"some":[38],"complex":[39],"rarely":[42],"executed":[43],"practice":[45],"has":[47],"less":[48],"chance":[49],"of":[50,59,77,114,126,131],"its":[51],"vulnerabilities":[52],"being":[53],"detected.":[54],"To":[55],"augment":[56],"use":[58],"static":[60,122,169],"metrics,":[62],"this":[63],"study":[64],"examines":[65],"execution":[66,74,108,132,160],"that":[69,107],"during":[72],"as":[75],"indicators":[76,113],"locations.":[80],"We":[81],"conducted":[82],"case":[83],"studies":[84],"on":[85,152],"two":[86],"large":[87],"size,":[88],"widely-used":[89],"open":[90],"source":[91,127],"projects,":[92],"Mozilla":[94],"Firefox":[95],"web":[96],"browser":[97],"Wireshark":[100],"network":[101],"protocol":[102],"analyzer.":[103],"Our":[104],"results":[105],"indicate":[106],"better":[112],"locations":[117,139,143,149],"than":[118],"commonly-used":[121],"metric,":[124],"lines":[125],"code.":[128],"The":[129],"ability":[130],"discriminate":[136],"neutral":[141],"predict":[146],"vary":[150],"depending":[151],"projects.":[153],"However,":[154],"vulnerability":[156],"prediction":[157],"models":[158,167],"using":[159,168],"superior":[164],"reducing":[173],"effort.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
