{"id":"https://openalex.org/W3213337076","doi":"https://doi.org/10.1145/3460120.3484596","title":"Regression Greybox Fuzzing","display_name":"Regression Greybox Fuzzing","publication_year":2021,"publication_date":"2021-11-12","ids":{"openalex":"https://openalex.org/W3213337076","doi":"https://doi.org/10.1145/3460120.3484596","mag":"3213337076"},"language":"en","primary_location":{"id":"doi:10.1145/3460120.3484596","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460120.3484596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security","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/A5015792635","display_name":"Xiaogang Zhu","orcid":"https://orcid.org/0000-0002-0647-4747"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Xiaogang Zhu","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005260100","display_name":"Marcel B\u00f6hme","orcid":"https://orcid.org/0000-0002-4470-1824"},"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":false,"raw_author_name":"Marcel B\u00f6hme","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015792635"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":15.5055,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.99450262,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2169","last_page":"2182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10260","display_name":"Software Engineering Research","score":0.9991999864578247,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9961000084877014,"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/fuzz-testing","display_name":"Fuzz testing","score":0.9708523750305176},{"id":"https://openalex.org/keywords/commit","display_name":"Commit","score":0.7706831097602844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7102884650230408},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5898928642272949},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5766246318817139},{"id":"https://openalex.org/keywords/byte","display_name":"Byte","score":0.5574783086776733},{"id":"https://openalex.org/keywords/software-regression","display_name":"Software regression","score":0.5572435259819031},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.45262405276298523},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.38554003834724426},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23064908385276794},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.21453338861465454},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.16566085815429688},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15929976105690002},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.06691592931747437}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.9708523750305176},{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.7706831097602844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7102884650230408},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5898928642272949},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5766246318817139},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.5574783086776733},{"id":"https://openalex.org/C191727507","wikidata":"https://www.wikidata.org/wiki/Q24346","display_name":"Software regression","level":5,"score":0.5572435259819031},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.45262405276298523},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.38554003834724426},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23064908385276794},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.21453338861465454},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.16566085815429688},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15929976105690002},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.06691592931747437},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3460120.3484596","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460120.3484596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W116894366","https://openalex.org/W172316423","https://openalex.org/W1457363419","https://openalex.org/W1507845365","https://openalex.org/W1573676079","https://openalex.org/W1878544538","https://openalex.org/W2006860739","https://openalex.org/W2057891174","https://openalex.org/W2065221212","https://openalex.org/W2105983962","https://openalex.org/W2114124859","https://openalex.org/W2125152082","https://openalex.org/W2132887549","https://openalex.org/W2138788987","https://openalex.org/W2148329403","https://openalex.org/W2160988203","https://openalex.org/W2399934975","https://openalex.org/W2517087431","https://openalex.org/W2534135179","https://openalex.org/W2606752733","https://openalex.org/W2752340395","https://openalex.org/W2766540688","https://openalex.org/W2891235722","https://openalex.org/W2894151403","https://openalex.org/W2963764936","https://openalex.org/W2964241064","https://openalex.org/W2969597118","https://openalex.org/W3008477014","https://openalex.org/W3015365135","https://openalex.org/W3047947484","https://openalex.org/W3049735680","https://openalex.org/W3068126984","https://openalex.org/W3089408602","https://openalex.org/W3091157996","https://openalex.org/W3102754236","https://openalex.org/W3106010854","https://openalex.org/W3122964805","https://openalex.org/W3173990398","https://openalex.org/W3194771370","https://openalex.org/W3203913427","https://openalex.org/W4232512250","https://openalex.org/W4353004773","https://openalex.org/W6600688380","https://openalex.org/W6764348166"],"related_works":["https://openalex.org/W4282010060","https://openalex.org/W4225847901","https://openalex.org/W2912063542","https://openalex.org/W175863638","https://openalex.org/W614438062","https://openalex.org/W2806903162","https://openalex.org/W1983555736","https://openalex.org/W2381843559","https://openalex.org/W3089347606","https://openalex.org/W2069729796"],"abstract_inverted_index":{"What":[0],"you":[1,5],"change":[2],"is":[3,47,105,161,193],"what":[4],"fuzz!":[6],"In":[7,130],"an":[8,49,94,271],"empirical":[9],"study":[10],"of":[11,36,52,70,80,215,221,250,257,282],"all":[12,175],"fuzzer-generated":[13],"bug":[14,82,104,121,128],"reports":[15,54,83],"in":[16,22,181,265,288],"OSSFuzz,":[17],"we":[18,74,109,133,171,200],"found":[19],"that":[20,62,101,142,146,190],"four":[21],"every":[23],"five":[24],"bugs":[25,38,57,287],"have":[26],"been":[27],"introduced":[28],"by":[29,93],"recent":[30],"code":[31,145,167,179,192],"changes.":[32],"That":[33],"is,":[34],"77%":[35],"23k":[37],"are":[39],"regressions.":[40],"For":[41],"a":[42,77,102,106,125,139,222,266],"newly":[43],"added":[44],"project,":[45,159],"there":[46],"usually":[48],"initial":[50,63],"burst":[51],"new":[53],"at":[55],"2-3":[56],"per":[58,84],"day.":[59],"However,":[60,154],"after":[61,66,124],"burst,":[64],"and":[65,196,224,254,285],"weeding":[67],"out":[68],"most":[69,191],"the":[71,99,112,119,205,213,219,248,255],"existing":[72],"bugs,":[73],"still":[75],"get":[76],"constant":[78,87],"rate":[79,88],"3-4":[81],"week.":[85],"The":[86],"can":[89],"only":[90],"be":[91],"explained":[92],"increasing":[95],"regression":[96,107,135,258],"rate.":[97],"Indeed,":[98],"probability":[100],"reported":[103],"(i.e.,":[108],"could":[110],"identify":[111,201],"bug-introducing":[113],"commit)":[114],"increases":[115],"from":[116,207],"20%":[117],"for":[118,155],"first":[120],"to":[122,163,173,203,218,229,233,238],"92%":[123],"few":[126],"hundred":[127],"reports.":[129],"this":[131],"paper,":[132],"introduce":[134,225],"greybox":[136,259],"fuzzing":[137,140,245,283],"(RGF)":[138],"approach":[141],"focuses":[143],"on":[144,294],"has":[147],"changed":[148,195],"more":[149,152,182,231,240],"recently":[150],"or":[151],"often.":[153],"any":[156],"active":[157],"software":[158],"it":[160],"impractical":[162],"fuzz":[164,174],"sufficiently":[165],"each":[166],"commit":[168],"individually.":[169],"Instead,":[170],"propose":[172],"commits":[176,184],"simultaneously,":[177],"but":[178],"present":[180],"(recent)":[183],"with":[185],"higher":[186],"priority.":[187],"We":[188,210,261],"observe":[189],"never":[194],"relatively":[197],"old.":[198],"So,":[199],"means":[202],"strengthen":[204],"signal":[206],"executed":[208],"code-of-interest.":[209],"also":[211],"extend":[212],"concept":[214],"power":[216],"schedules":[217],"bytes":[220,235],"seed":[223],"Ant":[226],"Colony":[227],"Optimization":[228],"assign":[230],"energy":[232],"those":[234],"which":[236],"promise":[237],"generate":[239],"interesting":[241],"inputs.":[242],"Our":[243,276],"large-scale":[244],"experiment":[246],"demonstrates":[247],"validity":[249],"our":[251,263],"main":[252],"hypothesis":[253],"efficiency":[256],"fuzzing.":[260],"conducted":[262],"experiments":[264,277],"reproducible":[267],"manner":[268],"within":[269],"Fuzzbench,":[270],"extensible":[272],"fuzzer":[273],"evaluation":[274],"platform.":[275],"involved":[278],"3+":[279],"CPU-years":[280],"worth":[281],"campaigns":[284],"20":[286],"15":[289],"open-source":[290],"C":[291],"programs":[292],"available":[293],"OSSFuzz.":[295]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":7}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}
