{"id":"https://openalex.org/W3193978276","doi":"https://doi.org/10.1145/3468264.3473097","title":"Security guarantees for automated software testing","display_name":"Security guarantees for automated software testing","publication_year":2021,"publication_date":"2021-08-18","ids":{"openalex":"https://openalex.org/W3193978276","doi":"https://doi.org/10.1145/3468264.3473097","mag":"3193978276"},"language":"en","primary_location":{"id":"doi:10.1145/3468264.3473097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3468264.3473097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","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/A5089810185","display_name":"Danushka Liyanage","orcid":"https://orcid.org/0000-0003-0295-1996"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Danushka Liyanage","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5089810185"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16161616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1610","last_page":"1614"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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":0.9994000196456909,"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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7082616090774536},{"id":"https://openalex.org/keywords/software-testing","display_name":"Software testing","score":0.6565247178077698},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.4865550100803375},{"id":"https://openalex.org/keywords/software-performance-testing","display_name":"Software performance testing","score":0.4427404999732971},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4416937232017517},{"id":"https://openalex.org/keywords/software-security-assurance","display_name":"Software security assurance","score":0.4216771721839905},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.41077589988708496},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.29560965299606323},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29091084003448486},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.24202802777290344},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.21737778186798096},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.19191092252731323},{"id":"https://openalex.org/keywords/security-service","display_name":"Security service","score":0.06959652900695801}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7082616090774536},{"id":"https://openalex.org/C2984328558","wikidata":"https://www.wikidata.org/wiki/Q188522","display_name":"Software testing","level":3,"score":0.6565247178077698},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.4865550100803375},{"id":"https://openalex.org/C178059732","wikidata":"https://www.wikidata.org/wiki/Q1982529","display_name":"Software performance testing","level":5,"score":0.4427404999732971},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4416937232017517},{"id":"https://openalex.org/C62913178","wikidata":"https://www.wikidata.org/wiki/Q7554361","display_name":"Software security assurance","level":4,"score":0.4216771721839905},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41077589988708496},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.29560965299606323},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29091084003448486},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.24202802777290344},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.21737778186798096},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.19191092252731323},{"id":"https://openalex.org/C29983905","wikidata":"https://www.wikidata.org/wiki/Q7445066","display_name":"Security service","level":3,"score":0.06959652900695801}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3468264.3473097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3468264.3473097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3345848380","display_name":null,"funder_award_id":"DE190100046","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1965555277","https://openalex.org/W1980818933","https://openalex.org/W1988524530","https://openalex.org/W2022873981","https://openalex.org/W2031525781","https://openalex.org/W2036894992","https://openalex.org/W2060573639","https://openalex.org/W2092322680","https://openalex.org/W2143712427","https://openalex.org/W2152417223","https://openalex.org/W2777430404","https://openalex.org/W2806377938","https://openalex.org/W2884619780","https://openalex.org/W2963147982","https://openalex.org/W2964073054","https://openalex.org/W3101845936","https://openalex.org/W3195980781"],"related_works":["https://openalex.org/W1707101138","https://openalex.org/W2353261385","https://openalex.org/W2376559135","https://openalex.org/W2364658784","https://openalex.org/W2152262712","https://openalex.org/W2739656158","https://openalex.org/W3167506726","https://openalex.org/W2128204165","https://openalex.org/W2076253536","https://openalex.org/W2355246136"],"abstract_inverted_index":{"Before":[0],"making":[1,103],"important":[2],"decisions":[3,86,162],"about":[4,23,35,163],"an":[5,11,144],"ongoing":[6],"fuzzing":[7,79,108,129],"campaign,":[8],"we":[9,40],"believe":[10],"engineer":[12],"may":[13],"want":[14],"to":[15,68,83,96,139,147,152,159],"know:":[16],"(i)":[17],"the":[18,24,30,36,45,52,58,63,71,78,131,156,164],"achieved":[19],"level":[20],"of":[21,55,77,112,120],"confidence":[22,34],"program\u2019s":[25,37],"correctness":[26,38],"(residual":[27],"risk),":[28],"(ii)":[29],"expected":[31],"increase":[32],"in":[33,62],"if":[39],"invest":[41],"more":[42],"time":[43],"for":[44,104,127],"current":[46],"campaign":[47,80],"(cost-benefit":[48],"trade-off),":[49],"and":[50,106],"(iii)":[51],"total":[53],"number":[54],"bugs":[56],"that":[57,150],"fuzzer":[59],"can":[60,116],"find":[61],"limit":[64],"(effectiveness).":[65],"The":[66],"ability":[67],"accurately":[69],"estimate":[70],"above":[72],"quantities":[73],"through":[74],"observed":[75],"data":[76],"allows":[81],"engineers":[82],"make":[84,160],"required":[85],"with":[87],"quantifiable":[88],"accuracy.":[89],"Currently,":[90],"there":[91],"are":[92],"popular":[93,133],"data-driven":[94],"approaches":[95],"provide":[97],"such":[98],"quantitative":[99,157],"guidance":[100],"on":[101],"decision":[102],"white-":[105],"blackbox":[107],"campaigns.":[109],"However,":[110],"none":[111],"these":[113],"prevailing":[114],"techniques":[115],"guarantee":[117],"unbiased":[118],"estimation":[119],"residual":[121],"risk,":[122],"cost-benefit":[123],"trade-off,":[124],"or":[125],"effectiveness":[126],"greybox":[128],"\u2013":[130],"most":[132],"automated":[134],"software":[135],"vulnerability":[136],"discovery":[137],"technique":[138],"date.":[140],"Greybox":[141],"fuzzers":[142],"introduce":[143],"adaptive":[145],"bias":[146],"existing":[148],"estimators":[149],"needs":[151],"be":[153],"corrected":[154],"during":[155],"analysis":[158],"accurate":[161],"campaign.":[165]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
