{"id":"https://openalex.org/W7134040647","doi":"https://doi.org/10.48550/arxiv.2603.04915","title":"EVMbench: Evaluating AI Agents on Smart Contract Security","display_name":"EVMbench: Evaluating AI Agents on Smart Contract Security","publication_year":2026,"publication_date":"2026-03-05","ids":{"openalex":"https://openalex.org/W7134040647","doi":"https://doi.org/10.48550/arxiv.2603.04915"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2603.04915","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101817373","display_name":"Justin Wang","orcid":"https://orcid.org/0000-0003-1456-3528"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wang, Justin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082288441","display_name":"Andreas Bigger","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bigger, Andreas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128277281","display_name":"Xiaohai Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Xiaohai","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Lin, Justin W.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Justin W.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068040638","display_name":"Andy Applebaum","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Applebaum, Andy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122328029","display_name":"Tejal Patwardhan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patwardhan, Tejal","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128274661","display_name":"Alpin Yukseloglu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yukseloglu, Alpin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5128239971","display_name":"Olivia Watkins","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Watkins, Olivia","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101817373"],"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.5608999729156494,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.5608999729156494,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.08479999750852585,"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/T11424","display_name":"Security and Verification in Computing","score":0.05959999933838844,"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/exploit","display_name":"Exploit","score":0.8425999879837036},{"id":"https://openalex.org/keywords/smart-contract","display_name":"Smart contract","score":0.5626000165939331},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.49559998512268066},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.4618000090122223},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4269999861717224},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4007999897003174}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8425999879837036},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.684499979019165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6014000177383423},{"id":"https://openalex.org/C2779950589","wikidata":"https://www.wikidata.org/wiki/Q7544035","display_name":"Smart contract","level":3,"score":0.5626000165939331},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.49559998512268066},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.4618000090122223},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4269999861717224},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4007999897003174},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.3910999894142151},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.367000013589859},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.32839998602867126},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C165609540","wikidata":"https://www.wikidata.org/wiki/Q1172486","display_name":"Data breach","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C2778571376","wikidata":"https://www.wikidata.org/wiki/Q1355821","display_name":"Frontier","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27469998598098755}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2603.04915","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2603.04915","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.04915","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2603.04915","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Smart":[0],"contracts":[1],"on":[2,80,97,147],"public":[3],"blockchains":[4],"now":[5],"manage":[6],"large":[7],"amounts":[8],"of":[9,68,112,121,141],"value,":[10],"and":[11,30,52,73,99,115,123,135,144],"vulnerabilities":[12,83,125],"in":[13,47,53,88],"these":[14,142],"systems":[15],"can":[16,41],"lead":[17],"to":[18,36,70,137],"substantial":[19],"losses.":[20],"As":[21],"AI":[22],"agents":[23,69,114],"become":[24],"more":[25],"capable":[26,120],"at":[27],"reading,":[28],"writing,":[29],"running":[31],"code,":[32,133],"it":[33],"is":[34],"natural":[35],"ask":[37],"how":[38],"well":[39],"they":[40,118],"already":[42],"navigate":[43],"this":[44],"landscape,":[45],"both":[46],"ways":[48,54],"that":[49,55,64,117],"improve":[50],"security":[51],"might":[56],"increase":[57],"risk.":[58],"We":[59,108,131],"introduce":[60],"EVMbench,":[61],"an":[62],"evaluation":[63],"measures":[65],"the":[66,89],"ability":[67],"detect,":[71],"patch,":[72],"exploit":[74],"smart":[75],"contract":[76],"vulnerabilities.":[77],"EVMbench":[78],"draws":[79],"117":[81],"curated":[82],"from":[84],"40":[85],"repositories":[86],"and,":[87],"most":[90],"realistic":[91],"setting,":[92],"uses":[93],"programmatic":[94],"grading":[95],"based":[96],"tests":[98],"blockchain":[100,129],"state":[101],"under":[102],"a":[103,110],"local":[104],"Ethereum":[105],"execution":[106],"environment.":[107],"evaluate":[109],"range":[111],"frontier":[113],"find":[116],"are":[119],"discovering":[122],"exploiting":[124],"end-to-end":[126],"against":[127],"live":[128],"instances.":[130],"release":[132],"tasks,":[134],"tooling":[136],"support":[138],"continued":[139],"measurement":[140],"capabilities":[143],"future":[145],"work":[146],"security.":[148]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2026-03-07T00:00:00"}
