{"id":"https://openalex.org/W4324192566","doi":"https://doi.org/10.1145/3587158","title":"Fine-grained Coverage-based Fuzzing","display_name":"Fine-grained Coverage-based Fuzzing","publication_year":2023,"publication_date":"2023-03-14","ids":{"openalex":"https://openalex.org/W4324192566","doi":"https://doi.org/10.1145/3587158"},"language":"en","primary_location":{"id":"doi:10.1145/3587158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587158","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587158","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3587158","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102488646","display_name":"Wei\u2010Cheng Wu","orcid":"https://orcid.org/0000-0002-9211-6224"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Wei-Cheng Wu","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France and University of Southern California, USA"],"raw_orcid":"https://orcid.org/0000-0002-9211-6224","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France and University of Southern California, USA","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059372387","display_name":"Bernard Nongpoh","orcid":"https://orcid.org/0000-0002-2309-9096"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bernard Nongpoh","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France"],"raw_orcid":"https://orcid.org/0000-0002-2309-9096","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041330057","display_name":"Marwan Nour","orcid":"https://orcid.org/0000-0003-4709-959X"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marwan Nour","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France"],"raw_orcid":"https://orcid.org/0000-0003-4709-959X","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032640551","display_name":"Micha\u00ebl Marcozzi","orcid":"https://orcid.org/0000-0002-8087-0537"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Micha\u00ebl Marcozzi","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France"],"raw_orcid":"https://orcid.org/0000-0002-8087-0537","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018746962","display_name":"S\u00e9bastien Bardin","orcid":"https://orcid.org/0000-0002-6509-3506"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Bardin","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France"],"raw_orcid":"https://orcid.org/0000-0002-6509-3506","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028735030","display_name":"Christophe Hauser","orcid":"https://orcid.org/0000-0001-7698-8041"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Christophe Hauser","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France","University of Southern California, USA"],"raw_orcid":"https://orcid.org/0000-0001-7698-8041","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210085861"]},{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0307,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.91423904,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"33","issue":"5","first_page":"1","last_page":"41"},"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/T10260","display_name":"Software Engineering Research","score":0.9922999739646912,"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":0.9835000038146973,"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":0.9248403310775757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8392388820648193},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13986679911613464},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10683143138885498}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.9248403310775757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8392388820648193},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13986679911613464},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10683143138885498}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3587158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587158","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587158","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},{"id":"pmh:oai:HAL:cea-04235110v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-04235110","pdf_url":"https://cea.hal.science/cea-04235110/file/FUZZING_22___TOSEM.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dl.acm.org/doi/10.1145/3587158","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1145/3587158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3587158","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3587158","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8037692817","display_name":"artificial Intelligence threat Reporting and Incident response System","funder_award_id":"101021727","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4324192566.pdf","grobid_xml":"https://content.openalex.org/works/W4324192566.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W163074494","https://openalex.org/W188606888","https://openalex.org/W1710734607","https://openalex.org/W1963924029","https://openalex.org/W1983762734","https://openalex.org/W2002386085","https://openalex.org/W2002934700","https://openalex.org/W2049695835","https://openalex.org/W2103082747","https://openalex.org/W2138428785","https://openalex.org/W2153185479","https://openalex.org/W2515236103","https://openalex.org/W2574017551","https://openalex.org/W2613534458","https://openalex.org/W2741068848","https://openalex.org/W2806377938","https://openalex.org/W2947182139","https://openalex.org/W2951091523","https://openalex.org/W2971648419","https://openalex.org/W2979357014","https://openalex.org/W2980275936","https://openalex.org/W3025636677","https://openalex.org/W3046946156","https://openalex.org/W3082737479","https://openalex.org/W3089794841","https://openalex.org/W3101959408","https://openalex.org/W3136918966","https://openalex.org/W3137507329","https://openalex.org/W4226494072","https://openalex.org/W4238681179","https://openalex.org/W4254624923","https://openalex.org/W4283392482","https://openalex.org/W4289038676","https://openalex.org/W4298110250","https://openalex.org/W6765973753"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2511770387","https://openalex.org/W3120811337","https://openalex.org/W2766647240","https://openalex.org/W4385301282","https://openalex.org/W2990186179","https://openalex.org/W3203597304","https://openalex.org/W4248424560"],"abstract_inverted_index":{"Fuzzing":[0,159],"is":[1,45,97,164,255,260,288],"a":[2,26,52,161,304],"popular":[3],"software":[4],"testing":[5],"method":[6],"that":[7,244,279],"discovers":[8],"bugs":[9],"by":[10,133,139],"massively":[11],"feeding":[12],"target":[13,157,163],"applications":[14],"with":[15,234,257],"automatically":[16],"generated":[17],"inputs.":[18],"Many":[19],"state-of-the-art":[20,229],"fuzzers":[21,115,230],"use":[22,205],"branch":[23,43,48,113],"coverage":[24,44,49,82,119,216,220],"as":[25,85,143,152],"feedback":[27],"metric":[28,182,202],"to":[29,64,69,92,103,111,145,149,167,192,208,266,290,312,323,334],"guide":[30,313],"the":[31,73,123,135,156,169,173,180,189,200,210,225,235,252,280,297,331],"fuzzing":[32,95,168,286,293,337],"process.":[33],"The":[34],"fuzzer":[35,128,174,190,249],"retains":[36],"inputs":[37,63,106,178],"for":[38,107,184,247,327],"further":[39],"mutation":[40,89],"only":[41,50],"if":[42],"increased.":[46],"However,":[47],"provides":[51],"shallow":[53],"sampling":[54],"of":[55,72,76,122,212,227,282,296,330],"program":[56],"behaviors":[57],"and":[58,91,221,232,238,262,294],"hence":[59],"may":[60],"discard":[61],"interesting":[62,105],"mutate.":[65],"This":[66,241],"work":[67],"aims":[68],"take":[70],"advantage":[71],"large":[74],"body":[75],"research":[77],"in":[78,155,198,317],"defining":[79],"finer-grained":[80],"code":[81,254,332],"metrics":[83,102,120,141,217,284],"(such":[84,142],"control-flow,":[86],"data-flow,":[87],"or":[88,147,272,301,333],"coverage)":[90],"evaluate":[93,209],"how":[94],"performance":[96,226,287],"impacted":[98],"when":[99],"using":[100,310],"these":[101,140],"select":[104],"mutation.":[108,185],"We":[109,130,204],"propose":[110],"make":[112],"coverage-based":[114],"support":[116],"most":[117,295],"fine-grained":[118,215,283],"out":[121],"box":[124],"(i.e.,":[125],"without":[126],"changing":[127],"internals).":[129],"achieve":[131],"this":[132,206],"making":[134],"test":[136],"objectives":[137,183],"defined":[138],"conditions":[144],"activate":[146],"mutants":[148],"kill)":[150],"explicit":[151],"new":[153],"branches":[154,195],"program.":[158],"such":[160],"modified":[162],"then":[165],"equivalent":[166],"original":[170],"target,":[171],"but":[172],"will":[175,196],"also":[176,277],"retain":[177],"covering":[179,199],"additional":[181,201,258],"In":[186],"addition,":[187],"all":[188],"mechanisms":[191],"penetrate":[193],"hard-to-cover":[194],"help":[197],"objectives.":[203],"approach":[207],"impact":[211,281],"supporting":[213],"two":[214,228],"(multiple":[218],"condition":[219],"weak":[222],"mutation)":[223],"over":[224,285],"(AFL++":[231],"QSYM)":[233],"standard":[236],"LAVA-M":[237],"MAGMA":[239],"benchmarks.":[240],"evaluation":[242],"suggests":[243],"our":[245],"mechanism":[246],"runtime":[248],"guidance,":[250],"where":[251],"fuzzed":[253],"instrumented":[256],"branches,":[259],"effective":[261],"could":[263],"be":[264,324],"leveraged":[265],"encode":[267],"guidance":[268],"from":[269],"human":[270],"users":[271],"static":[273],"analyzers.":[274],"Our":[275],"results":[276],"show":[278],"hard":[289],"predict":[291],"before":[292],"time":[298],"either":[299],"neutral":[300],"negative.":[302],"As":[303],"consequence,":[305],"we":[306],"do":[307],"not":[308],"recommend":[309],"them":[311],"fuzzers,":[314],"except":[315],"maybe":[316],"some":[318],"possibly":[319],"favorable":[320],"circumstances":[321],"yet":[322],"investigated,":[325],"like":[326],"limited":[328],"parts":[329],"complement":[335],"classical":[336],"campaigns.":[338]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}
