{"id":"https://openalex.org/W4405182819","doi":"https://doi.org/10.1145/3658644.3670362","title":"FOX: Coverage-guided Fuzzing as Online Stochastic Control","display_name":"FOX: Coverage-guided Fuzzing as Online Stochastic Control","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4405182819","doi":"https://doi.org/10.1145/3658644.3670362"},"language":"en","primary_location":{"id":"doi:10.1145/3658644.3670362","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3670362","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3670362","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3670362","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048358055","display_name":"Dongdong She","orcid":"https://orcid.org/0000-0001-6655-0468"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Dongdong She","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-6655-0468","affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099083068","display_name":"Adam \u0160torek","orcid":"https://orcid.org/0009-0007-2844-768X"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Storek","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0009-0007-2844-768X","affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102576945","display_name":"Yuchong Xie","orcid":"https://orcid.org/0009-0008-0436-8183"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yuchong Xie","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong, China"],"raw_orcid":"https://orcid.org/0009-0008-0436-8183","affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099083069","display_name":"Seoyoung Kweon","orcid":"https://orcid.org/0009-0006-2120-3570"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seoyoung Kweon","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0009-0006-2120-3570","affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037416010","display_name":"Prashast Srivastava","orcid":"https://orcid.org/0000-0003-1868-4204"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashast Srivastava","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-1868-4204","affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079129408","display_name":"S. Jana","orcid":"https://orcid.org/0000-0003-3518-4877"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suman Jana","raw_affiliation_strings":["Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-3518-4877","affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048358055"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":2.3208,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91055901,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"765","last_page":"779"},"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":0.9983000159263611,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzz-testing","display_name":"Fuzz testing","score":0.9684177041053772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6313563585281372},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.469107449054718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21356546878814697},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1035560667514801},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.06402462720870972}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.9684177041053772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313563585281372},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.469107449054718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21356546878814697},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1035560667514801},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.06402462720870972}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3658644.3670362","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3670362","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3670362","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-139796","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-139796","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":{"id":"doi:10.1145/3658644.3670362","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3670362","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3670362","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405182819.pdf","grobid_xml":"https://content.openalex.org/works/W4405182819.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W157156687","https://openalex.org/W1710734607","https://openalex.org/W1971650562","https://openalex.org/W1976878954","https://openalex.org/W2107729695","https://openalex.org/W2118738121","https://openalex.org/W2138428785","https://openalex.org/W2513180554","https://openalex.org/W2535617737","https://openalex.org/W2574017551","https://openalex.org/W2757104921","https://openalex.org/W2954292831","https://openalex.org/W2963674831","https://openalex.org/W2963846926","https://openalex.org/W2964097210","https://openalex.org/W2964241064","https://openalex.org/W3015365135","https://openalex.org/W3082737479","https://openalex.org/W3101845936","https://openalex.org/W3104664063","https://openalex.org/W3194771370","https://openalex.org/W4206020623","https://openalex.org/W4282566073","https://openalex.org/W4283392482","https://openalex.org/W4284706927","https://openalex.org/W4288057797","https://openalex.org/W4307205415","https://openalex.org/W4387225919","https://openalex.org/W6606430823"],"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/W4210660460","https://openalex.org/W3203597304"],"abstract_inverted_index":{"Fuzzing":[0],"is":[1],"an":[2],"effective":[3],"technique":[4],"for":[5],"discovering":[6],"software":[7],"vulnerabilities":[8],"by":[9],"generating":[10],"random":[11],"test":[12],"inputs":[13],"and":[14,24,50,59,79],"executing":[15],"them":[16],"against":[17],"the":[18,40,48,60],"target":[19,72],"program.":[20],"However,":[21],"fuzzing":[22],"large":[23],"complex":[25],"programs":[26],"remains":[27],"challenging":[28],"due":[29],"to":[30,62,76],"difficulties":[31],"in":[32],"uncovering":[33],"deeply":[34],"hidden":[35],"vulnerabilities.":[36],"This":[37],"paper":[38],"addresses":[39],"limitations":[41],"of":[42,71],"existing":[43],"coverage-guided":[44],"fuzzers,":[45],"focusing":[46],"on":[47],"scheduler":[49],"mutator":[51],"components.":[52],"Existing":[53],"schedulers":[54],"suffer":[55],"from":[56],"information":[57],"sparsity":[58],"inability":[61],"handle":[63],"fine-grained":[64],"feedback":[65],"metrics.":[66],"The":[67],"mutators":[68],"are":[69],"agnostic":[70],"program":[73],"branches,":[74],"leading":[75],"wasted":[77],"computation":[78],"slower":[80],"coverage":[81],"exploration.":[82]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
