{"id":"https://openalex.org/W3047806483","doi":"https://doi.org/10.1109/cns48642.2020.9162273","title":"Exploring Abstraction Functions in Fuzzing","display_name":"Exploring Abstraction Functions in Fuzzing","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3047806483","doi":"https://doi.org/10.1109/cns48642.2020.9162273","mag":"3047806483"},"language":"en","primary_location":{"id":"doi:10.1109/cns48642.2020.9162273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns48642.2020.9162273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Communications and Network Security (CNS)","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/A5017341653","display_name":"Christopher Salls","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christopher Salls","raw_affiliation_strings":["University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071486684","display_name":"Aravind Machiry","orcid":"https://orcid.org/0000-0001-5124-6818"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aravind Machiry","raw_affiliation_strings":["University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050806439","display_name":"Adam Doup\u00e9","orcid":"https://orcid.org/0000-0003-2634-3901"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Doupe","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026842092","display_name":"Yan Shoshitaishvili","orcid":"https://orcid.org/0000-0001-8832-1789"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Shoshitaishvili","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022177364","display_name":"Christopher Kruegel","orcid":"https://orcid.org/0000-0001-5140-3414"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Kruegel","raw_affiliation_strings":["University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075685499","display_name":"Giovanni Vigna","orcid":"https://orcid.org/0000-0002-3422-5369"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giovanni Vigna","raw_affiliation_strings":["University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017341653"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":2.5622,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8944665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9965494871139526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7937266826629639},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4877665638923645},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4738089144229889},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.4517979323863983},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4438374638557434},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37490957975387573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33578357100486755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3349188566207886},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22708243131637573},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.13473355770111084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08062094449996948}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.9965494871139526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7937266826629639},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4877665638923645},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4738089144229889},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.4517979323863983},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4438374638557434},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37490957975387573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33578357100486755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3349188566207886},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22708243131637573},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.13473355770111084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08062094449996948},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cns48642.2020.9162273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns48642.2020.9162273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Communications and Network Security (CNS)","raw_type":"proceedings-article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt9m1245n1","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/9m1245n1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2043100293","https://openalex.org/W2065948900","https://openalex.org/W2126820083","https://openalex.org/W2128985333","https://openalex.org/W2510641280","https://openalex.org/W2574017551","https://openalex.org/W2613534458","https://openalex.org/W2741068848","https://openalex.org/W2766711930","https://openalex.org/W2962918166","https://openalex.org/W2964097210","https://openalex.org/W2964241064","https://openalex.org/W2971648419","https://openalex.org/W6764065038","https://openalex.org/W6767356453","https://openalex.org/W6950634713","https://openalex.org/W6981267346"],"related_works":["https://openalex.org/W2511770387","https://openalex.org/W3120811337","https://openalex.org/W3203597304","https://openalex.org/W2990186179","https://openalex.org/W4248424560","https://openalex.org/W4385301282","https://openalex.org/W3023977444","https://openalex.org/W2766647240","https://openalex.org/W4210660460","https://openalex.org/W3072699177"],"abstract_inverted_index":{"Fuzz":[0],"testing":[1],"has":[2,71,89],"emerged":[3],"as":[4],"the":[5,12,19,26,45,50,53,66,85,105,116,127,152,184,197,204,211,215,219,226],"preeminent":[6],"automated":[7],"security":[8,21],"analysis":[9],"technique":[10],"in":[11,92,158,164,210,232],"real":[13],"world.":[14],"To":[15],"keep":[16],"up":[17],"with":[18],"shifting":[20],"landscape,":[22],"researchers":[23,178],"have":[24,182],"innovated":[25],"fuzzing":[27,88,143,160,180,193,208,236],"process":[28],"to":[29,59,81,103,173,188],"identify":[30],"more":[31,33],"and":[32,55,119,132,140,225],"complex":[34],"vulnerabilities.":[35],"One":[36],"innovation":[37,70],"is":[38,101,162],"an":[39,93],"approach":[40],"inspired":[41],"by":[42],"genetic":[43],"programming:":[44],"fuzzer":[46],"generates":[47],"test-cases,":[48],"evaluates":[49],"quality":[51],"of":[52,65,87,108,122,129,139,154,179,192,199,206,214,221,228],"test-case,":[54],"uses":[56],"this":[57,69,112,147,189],"evaluation":[58,118],"select":[60],"test-cases":[61],"for":[62,136,186],"further":[63],"iterations":[64],"process.":[67],"While":[68],"impressive":[72],"results:":[73],"without":[74],"a":[75,98,134,168],"formal,":[76],"scientific":[77],"model":[78],"on":[79,171,203],"which":[80,172],"base":[82,135,170],"these":[83],"improvements,":[84],"field":[86,128],"been":[90],"explored":[91],"ad":[94],"hoc":[95],"way.":[96],"As":[97],"result,":[99],"it":[100],"difficult":[102],"understand":[104],"relative":[106],"merit":[107],"different":[109,155,222],"techniques.":[110,144,237],"In":[111,145],"paper,":[113,216],"we":[114,149],"formalize":[115],"input":[117],"selection":[120],"components":[121],"fuzzing,":[123],"borrowing":[124],"concepts":[125],"from":[126],"static":[130],"analysis,":[131],"providing":[133],"future":[137],"expansion":[138],"research":[141],"into":[142],"building":[146],"formalism,":[148],"observed":[150],"that":[151,218],"impact":[153],"abstraction":[156,223,230],"functions":[157,231],"modern":[159],"techniques":[161,181,209],"under-explored":[163],"prior":[165],"research.":[166],"Without":[167],"formal":[169],"reason":[174],"about":[175],"their":[176],"contributions,":[177],"missed":[183],"potential":[185],"improvements":[187],"critical":[190],"component":[191],"approaches.":[194],"We":[195],"explore":[196],"implications":[198],"our":[200],"formalization-derived":[201],"observation":[202],"effectiveness":[205],"evolutionary":[207],"second":[212],"half":[213],"showing":[217],"application":[220],"functions,":[224],"use":[227],"multiple":[229],"tandem,":[233],"improves":[234],"state-of-the-art":[235]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
