{"id":"https://openalex.org/W4408565441","doi":"https://doi.org/10.1109/acsac63791.2024.00087","title":"BinHunter: A Fine-Grained Graph Representation for Localizing Vulnerabilities in Binary Executables<sup>*</sup>","display_name":"BinHunter: A Fine-Grained Graph Representation for Localizing Vulnerabilities in Binary Executables<sup>*</sup>","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4408565441","doi":"https://doi.org/10.1109/acsac63791.2024.00087"},"language":"en","primary_location":{"id":"doi:10.1109/acsac63791.2024.00087","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acsac63791.2024.00087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Annual Computer Security Applications Conference (ACSAC)","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/A5039150275","display_name":"Sima Arasteh","orcid":null},"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"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sima Arasteh","raw_affiliation_strings":["University of Southern California,Thomas Lord Department of Computer Science,Los Angeles,CA,90089"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Thomas Lord Department of Computer Science,Los Angeles,CA,90089","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103177278","display_name":"Jelena Mirkovi\u0107","orcid":"https://orcid.org/0000-0001-7462-8747"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jelena Mirkovic","raw_affiliation_strings":["University of Southern California,Information Sciences Institute and Thomas,Lord Department of Computer Science,Los Angeles,CA,90089"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Information Sciences Institute and Thomas,Lord Department of Computer Science,Los Angeles,CA,90089","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024988696","display_name":"Mukund Raghothaman","orcid":"https://orcid.org/0000-0003-2879-0932"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mukund Raghothaman","raw_affiliation_strings":["University of Southern California,Thomas Lord Department of Computer Science,Los Angeles,CA,90089"],"affiliations":[{"raw_affiliation_string":"University of Southern California,Thomas Lord Department of Computer Science,Los Angeles,CA,90089","institution_ids":["https://openalex.org/I1174212"]}]},{"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/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christophe Hauser","raw_affiliation_strings":["Dartmouth College,Department of Computer Science,Hanover,NH,03755"],"affiliations":[{"raw_affiliation_string":"Dartmouth College,Department of Computer Science,Hanover,NH,03755","institution_ids":["https://openalex.org/I107672454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039150275"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":2.4355,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92040046,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1062","last_page":"1074"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9847000241279602,"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"}},"topics":[{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9847000241279602,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9825000166893005,"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":0.9783999919891357,"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/executable","display_name":"Executable","score":0.8086256980895996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7414829730987549},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5392941236495972},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49346864223480225},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48500630259513855},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4328042268753052},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37486913800239563},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12949448823928833},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.09606271982192993}],"concepts":[{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.8086256980895996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7414829730987549},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5392941236495972},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49346864223480225},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48500630259513855},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4328042268753052},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37486913800239563},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12949448823928833},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.09606271982192993},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acsac63791.2024.00087","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acsac63791.2024.00087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Annual Computer Security Applications Conference (ACSAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W1992114977","https://openalex.org/W2144344516","https://openalex.org/W2171590421","https://openalex.org/W2297419069","https://openalex.org/W2514974017","https://openalex.org/W2532962075","https://openalex.org/W2577142429","https://openalex.org/W2749008552","https://openalex.org/W2781491433","https://openalex.org/W2885030880","https://openalex.org/W2897937925","https://openalex.org/W2898829570","https://openalex.org/W2926178846","https://openalex.org/W2988065079","https://openalex.org/W3007993592","https://openalex.org/W3043519510","https://openalex.org/W3105940304","https://openalex.org/W3166095789","https://openalex.org/W3166337710","https://openalex.org/W3181292541","https://openalex.org/W4239025696","https://openalex.org/W4283273170","https://openalex.org/W4285104766","https://openalex.org/W4285586654","https://openalex.org/W4319866870","https://openalex.org/W4321488642","https://openalex.org/W4324007217","https://openalex.org/W4375846758","https://openalex.org/W4382618511","https://openalex.org/W4396512572","https://openalex.org/W4408410380","https://openalex.org/W4408521427","https://openalex.org/W6679775712","https://openalex.org/W6684578312","https://openalex.org/W6697873463","https://openalex.org/W6726873649","https://openalex.org/W6767260250","https://openalex.org/W6782130387","https://openalex.org/W6847480968","https://openalex.org/W6848914910","https://openalex.org/W6855450213","https://openalex.org/W6869328658"],"related_works":["https://openalex.org/W2350278424","https://openalex.org/W2071432835","https://openalex.org/W4239401009","https://openalex.org/W4234371507","https://openalex.org/W1628824497","https://openalex.org/W4299534542","https://openalex.org/W82161441","https://openalex.org/W1576042299","https://openalex.org/W2181943964","https://openalex.org/W1528423264"],"abstract_inverted_index":{"The":[0,20],"success":[1],"of":[2,26,95,103,135,153,222],"deep":[3,28],"learning":[4,29,126],"techniques":[5],"in":[6,23,83,137],"diverse":[7],"fields":[8],"has":[9,181],"prompted":[10],"research":[11],"into":[12],"their":[13],"application":[14],"for":[15,59,80],"automatic":[16],"software":[17],"vulnerability":[18,31,51,81],"discovery.":[19],"first":[21],"step":[22],"the":[24,45,50,96,116,133,145,157,172,175,226,234],"design":[25],"a":[27,88,104,150],"based":[30],"detector":[32],"fundamentally":[33],"involves":[34],"selecting":[35],"an":[36,77],"appropriate":[37],"binary":[38,84,105,138],"representation.":[39],"A":[40],"second":[41],"challenge":[42],"arises":[43],"from":[44,93,156,225],"need":[46],"to":[47,52,57,63,128,219,240],"automatically":[48],"localize":[49],"specific":[53],"instructions,":[54],"so":[55],"as":[56,68],"allow":[58],"better":[60],"detection":[61],"and":[62,70,99,107,131,149,185,191,195,211,233],"enable":[64],"downstream":[65],"applications":[66],"such":[67],"triage":[69],"patching.In":[71],"this":[72],"paper,":[73],"we":[74,163],"propose":[75],"BinHunter,":[76],"automated":[78],"tool":[79],"discovery":[82],"programs.":[85],"BinHunter":[86,166],"leverages":[87],"new":[89],"graph":[90,117,122],"representation":[91,120],"derived":[92],"slices":[94],"combined":[97],"control":[98],"data":[100],"dependency":[101],"graphs":[102],"executable,":[106],"can":[108],"learn":[109],"code":[110],"properties":[111],"by":[112],"propagating":[113],"information":[114],"through":[115],"edges.":[118],"This":[119],"enables":[121],"convolutional":[123],"network":[124],"(GCN)":[125],"algorithms":[127],"both":[129,143,161],"detect":[130,220,241],"pinpoint":[132],"locations":[134],"vulnerabilities":[136,243],"programs.We":[139],"evaluate":[140],"our":[141,179,202,215],"approach":[142],"using":[144],"Juliet":[146,176],"test":[147,177],"suite":[148],"dataset":[151],"consisting":[152],"historical":[154],"CVEs":[155],"Debian":[158,227],"packages.":[159],"In":[160],"evaluations,":[162],"observe":[164],"that":[165],"is":[167,217],"significantly":[168],"more":[169],"effective":[170],"than":[171,201],"baselines:":[173],"On":[174],"programs,":[178],"model":[180,216],"6.77%,":[182],"26.53%,":[183],"24.65%":[184],"41.59%":[186],"higher":[187],"true":[188],"positive":[189,199],"rates":[190,200],"19%,":[192],"47.64%,":[193],"31.47%":[194],"39.82%":[196],"lower":[197],"false":[198],"baselines":[203,237],"respectively":[204],"(Bin2vec":[205],"[1],":[206],"Asm2vec":[207],"[10],":[208],"Genius":[209],"[12]":[210],"Jtrans":[212],"[46]).":[213],"Furthermore,":[214],"able":[218],"17":[221],"21":[223],"bugs":[224],"dataset,":[228],"Bin2vec":[229],"detects":[230],"2":[231],"bugs,":[232],"remaining":[235],"three":[236],"are":[238],"unable":[239],"any":[242],"at":[244],"all.":[245]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
