{"id":"https://openalex.org/W7126220716","doi":"https://doi.org/10.1109/raid67961.2025.00034","title":"SyzGrapher: Resource-Centric Graph-Based Kernel Fuzzing","display_name":"SyzGrapher: Resource-Centric Graph-Based Kernel Fuzzing","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W7126220716","doi":"https://doi.org/10.1109/raid67961.2025.00034"},"language":null,"primary_location":{"id":"doi:10.1109/raid67961.2025.00034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/raid67961.2025.00034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Symposium on Research in Attacks, Intrusions and Defenses (RAID)","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/A5113305313","display_name":"M. Fleischer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Marius Fleischer","raw_affiliation_strings":["NVIDIA,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124323642","display_name":"Harrison Green","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harrison Green","raw_affiliation_strings":["Carnegie Mellon University,Pittsburgh,PA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University,Pittsburgh,PA,USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074577020","display_name":"Ilya Grishchenko","orcid":"https://orcid.org/0000-0003-4744-7507"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ilya Grishchenko","raw_affiliation_strings":["University of Toronto,Toronto,Ontario,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto,Toronto,Ontario,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"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,Santa Barbara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara,Santa Barbara,CA,USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071983169","display_name":"G. Vigna","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":false,"raw_author_name":"Giovanni Vigna","raw_affiliation_strings":["University of California Santa Barbara,Santa Barbara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara,Santa Barbara,CA,USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113305313"],"corresponding_institution_ids":["https://openalex.org/I4210127875"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82754202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"106","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11424","display_name":"Security and Verification in Computing","score":0.8205999732017517,"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"}},"topics":[{"id":"https://openalex.org/T11424","display_name":"Security and Verification in Computing","score":0.8205999732017517,"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"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.0754999965429306,"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":0.03400000184774399,"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":0.8910999894142151},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.656000018119812},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5885999798774719},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.454800009727478},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.4424999952316284},{"id":"https://openalex.org/keywords/call-stack","display_name":"Call stack","score":0.4052000045776367},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.3952000141143799},{"id":"https://openalex.org/keywords/linux-kernel","display_name":"Linux kernel","score":0.38499999046325684}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.8910999894142151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8783000111579895},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.656000018119812},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5885999798774719},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.454800009727478},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4472000002861023},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.4424999952316284},{"id":"https://openalex.org/C119024030","wikidata":"https://www.wikidata.org/wiki/Q759899","display_name":"Call stack","level":3,"score":0.4052000045776367},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.3952000141143799},{"id":"https://openalex.org/C553261973","wikidata":"https://www.wikidata.org/wiki/Q14579","display_name":"Linux kernel","level":2,"score":0.38499999046325684},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3824999928474426},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.37220001220703125},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.35670000314712524},{"id":"https://openalex.org/C140417398","wikidata":"https://www.wikidata.org/wiki/Q16933942","display_name":"Tree kernel","level":5,"score":0.34220001101493835},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.3244999945163727},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.30410000681877136},{"id":"https://openalex.org/C2780940931","wikidata":"https://www.wikidata.org/wiki/Q174989","display_name":"File system","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30059999227523804},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28679999709129333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2734000086784363},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27230000495910645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2709999978542328},{"id":"https://openalex.org/C63116202","wikidata":"https://www.wikidata.org/wiki/Q7676227","display_name":"Taint checking","level":3,"score":0.2685000002384186},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.25769999623298645},{"id":"https://openalex.org/C40523978","wikidata":"https://www.wikidata.org/wiki/Q14675","display_name":"Fork (system call)","level":2,"score":0.2554999887943268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/raid67961.2025.00034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/raid67961.2025.00034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Symposium on Research in Attacks, Intrusions and Defenses (RAID)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2144211451","https://openalex.org/W2509822438","https://openalex.org/W2765435026","https://openalex.org/W2766711930","https://openalex.org/W2793974819","https://openalex.org/W2947814692","https://openalex.org/W2980275936","https://openalex.org/W2981689050","https://openalex.org/W2987375469","https://openalex.org/W3007127028","https://openalex.org/W3046946156","https://openalex.org/W3047947484","https://openalex.org/W3207016455","https://openalex.org/W3207926955","https://openalex.org/W4284694562","https://openalex.org/W4285490479","https://openalex.org/W4288057782","https://openalex.org/W4324007206","https://openalex.org/W4385899890","https://openalex.org/W4388857643","https://openalex.org/W4402263592"],"related_works":[],"abstract_inverted_index":{"The":[0],"operating":[1],"system":[2,5,15,48],"kernel":[3,42,51,64,123],"manages":[4],"resources":[6],"and":[7,40,68,129,133,144,167],"makes":[8],"them":[9],"available":[10],"to":[11,28,33,58,86,101,107,137],"user-space":[12,26],"programs":[13,27],"through":[14,66],"calls":[16],"(syscalls).":[17],"Vulnerabilities":[18],"in":[19,84,175],"this":[20,96],"syscall":[21,71],"handling":[22,121],"code":[23,165],"could":[24],"allow":[25],"exploit":[29],"the":[30,88,103,189,194],"kernel,":[31,191],"leading":[32],"information":[34],"leaks":[35],"or":[36],"privilege":[37],"escalation.":[38],"Finding":[39],"patching":[41],"bugs":[43,65,170],"is":[44],"therefore":[45],"critical":[46],"for":[47,78],"security.":[49],"Coverage-guided":[50],"fuzzers":[52,74],"such":[53,125],"as":[54,126],"Syzkaller":[55,153],"have":[56,75],"proven":[57],"be":[59],"quite":[60],"effective":[61],"at":[62],"discovering":[63],"mutation":[67],"generation":[69],"of":[70,90,98,105,122,152,188,197],"sequences.":[72],"Recent":[73],"integrated":[76],"techniques":[77],"learning":[79],"dependency":[80],"relations":[81],"between":[82,142],"syscalls":[83,106,143],"order":[85],"increase":[87],"efficacy":[89],"fuzzing.":[91,198],"Our":[92,158],"tool,":[93],"SyzGrapher,":[94],"extends":[95],"vein":[97],"research,":[99],"aiming":[100],"capture":[102],"semantics":[104],"construct":[108],"test":[109],"cases":[110],"that":[111,161],"reach":[112],"deep,":[113],"interesting":[114],"code.":[115],"We":[116,131],"focus":[117],"specifically":[118],"on":[119],"improving":[120],"resources,":[124],"file":[127],"descriptors":[128],"sockets.":[130],"design":[132],"implement":[134],"an":[135],"analysis":[136],"learn":[138],"fine-grained,":[139],"resource-based":[140],"dependencies":[141,148],"integrate":[145],"these":[146],"learned":[147],"into":[149],"a":[150,176],"fork":[151],"with":[154],"resource-centric,":[155],"graph-based":[156],"mutations.":[157],"evaluation":[159],"demonstrates":[160],"SyzGrapher":[162,180],"achieves":[163],"more":[164,169],"coverage":[166],"finds":[168],"than":[171],"state-of-the-art":[172],"tools.":[173],"Additionally,":[174],"7-day":[177],"fuzz":[178],"campaign,":[179],"found":[181],"38":[182],"new":[183],"vulnerabilities":[184],"across":[185],"4":[186],"versions":[187],"Linux":[190],"16":[192],"within":[193],"first":[195],"day":[196]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-02-01T00:00:00"}