{"id":"https://openalex.org/W4393559959","doi":"https://doi.org/10.5281/zenodo.7199939","title":"Code and Dataset for \"Examining Zero-Shot Vulnerability Repair with Large Language Models\"","display_name":"Code and Dataset for \"Examining Zero-Shot Vulnerability Repair with Large Language Models\"","publication_year":2022,"publication_date":"2022-03-31","ids":{"openalex":"https://openalex.org/W4393559959","doi":"https://doi.org/10.5281/zenodo.7199939"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:7199939","is_oa":true,"landing_page_url":"https://zenodo.org/record/7199939","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"dataset"},"type":"dataset","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7199939","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053148078","display_name":"Hammond Pearce","orcid":"https://orcid.org/0000-0002-3488-7004"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pearce, Hammond","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069388936","display_name":"Benjamin Tan","orcid":"https://orcid.org/0000-0002-7642-3638"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tan, Benjamin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063392410","display_name":"Baleegh Ahmad","orcid":"https://orcid.org/0000-0001-6854-3966"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmad, Baleegh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059648257","display_name":"Ramesh Karri","orcid":"https://orcid.org/0000-0001-7989-5617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karri, Ramesh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5060815601","display_name":"Brendan Dolan-Gavitt","orcid":"https://orcid.org/0000-0002-8867-4282"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dolan-Gavitt, Brendan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.7602999806404114,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.7602999806404114,"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/T12479","display_name":"Web Application Security Vulnerabilities","score":0.717199981212616,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.6583999991416931,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.6954713463783264},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6694051623344421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5722137093544006},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5699363350868225},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4252024292945862},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21432167291641235},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.20535126328468323},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.05923625826835632}],"concepts":[{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6954713463783264},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6694051623344421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5722137093544006},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5699363350868225},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4252024292945862},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21432167291641235},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20535126328468323},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.05923625826835632},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:zenodo.org:7199939","is_oa":true,"landing_page_url":"https://zenodo.org/record/7199939","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"dataset"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7199939","is_oa":true,"landing_page_url":"https://zenodo.org/record/7199939","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Code":[0],"and":[1,63,143,163,173,180,191,239],"Dataset":[2],"for":[3,45,73,122,171,258,262],"\"Examining":[4],"Zero-Shot":[5],"Vulnerability":[6,26,113],"Repair":[7,27],"with":[8,18,28,96,229],"Large":[9,29],"Language":[10,30],"Models\"\\n\\nThe":[11],"following":[12],"Zenodo":[13],"contains":[14,82,117,135,154,167,183,214],"the":[15,19,38,47,54,70,74,83,93,97,104,107,120,123,127,136,140,147,150,202,206,215,230,234],"resources":[16,216],"associated":[17,221],"S&amp;P":[20],"accepted":[21],"paper":[22],"\u2018Examining":[23],"Zero":[24],"Shot":[25],"Models\u2019,":[31],"https://arxiv.org/abs/2112.02125\\n\\nIn":[32],"this":[33],"resource,":[34],"you":[35],"can":[36],"find":[37],"following.\\n\\n":[39],"-":[40,78,80,91,109,115,131,194,209,224,242],"'important_results'":[41],"directory:\\nThis":[42,133],"directory":[43,134,213],"is":[44,176],"containing":[46,67,247],"final":[48,84],"raw":[49],"results":[50,85,145],"as":[51],"generated":[52,72,88],"by":[53,218],"framework,":[55],"including":[56,233],"a":[57,177,199],"global":[58],"CSV":[59],"of":[60,69,86,119,139,149,201],"all":[61,68,87,118,144,248],"generations":[62],"an":[64,184],"HTML":[65],"file":[66],"diffs":[71,121],"'high-confidence'":[75],"real-world":[76,124],"scenarios.\\n":[77],"final_results.csv\\n":[79],"This":[81,116],"software":[89],"patches.\\n":[90],"Note":[92],"nomenclature":[94],"differences":[95],"manuscript":[98],"tables.":[99],"These":[100],"are":[101],"explained":[102],"in":[103,106],"README":[105,186,203],"framework.\\n":[108],"Original":[110],"vs":[111],"LLM-Generated":[112],"Fixes.html\\n":[114],"patches":[125],"versus":[126],"canonical":[128],"developer-provided":[129],"patches.\\n\\n":[130],"'framework'":[132],"complete":[137],"archive":[138],"code":[141],"framework":[142],"at":[146],"time":[148],"paper\u2019s":[151],"submission.":[152],"It":[153,166,175],"every":[155,168],"language":[156],"model":[157],"prompt,":[158],"suggestions,":[159],"assembled":[160],"repair":[161],"patch":[162],"analysis":[164],"data.":[165],"script":[169],"used":[170,217],"generation":[172],"analysis.":[174],"large":[178,220],"archive,":[179],"within":[181],"it":[182],"included":[185],"describing":[187],"how":[188],"to":[189,205,227],"understand":[190],"use":[192],"it.\\n":[193],"For":[195],"convenience,":[196],"we":[197,253],"include":[198],"copy":[200],"external":[204],"zipped":[207],"archive.\\n\\n":[208],"'resources'":[210],"directory:":[211],"\\nThis":[212],"our":[219],"tools,":[222],"including:\\n":[223],"'gpt2-csrc'":[225],"subdirectory:\\nEverything":[226],"do":[228],"gpt2-csrc":[231],"model,":[232],"trained":[235],"files,":[236],"training":[237,240],"scripts,":[238],"data.\\n\\n":[241],"'ExtractFix'":[243],"subdirectory:\\nA":[244],"docker":[245],"image":[246],"ExtractFix":[249],"scenarios,":[250],"even":[251],"those":[252],"did":[254],"not":[255],"use.":[256],"Provided":[257],"interest":[259],"(not":[260],"required":[261],"usage).":[263]},"counts_by_year":[],"updated_date":"2026-07-02T06:12:58.138171","created_date":"2024-04-03T00:00:00"}
