{"id":"https://openalex.org/W4409657118","doi":"https://doi.org/10.1145/3696410.3714790","title":"SuiGPT MAD: Move AI Decompiler to Improve Transparency and Auditability on Non-Open-Source Blockchain Smart Contract","display_name":"SuiGPT MAD: Move AI Decompiler to Improve Transparency and Auditability on Non-Open-Source Blockchain Smart Contract","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4409657118","doi":"https://doi.org/10.1145/3696410.3714790"},"language":"en","primary_location":{"id":"doi:10.1145/3696410.3714790","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714790","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714790","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","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/10.1145/3696410.3714790","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009929815","display_name":"Eason Chen","orcid":"https://orcid.org/0000-0003-1486-8559"},"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":true,"raw_author_name":"Eason Chen","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041117574","display_name":"Xinyi Tang","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":"Xinyi Tang","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109703101","display_name":"Zimo Xiao","orcid":"https://orcid.org/0000-0002-9473-6056"},"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":"Zimo Xiao","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056353497","display_name":"Chuangji Li","orcid":"https://orcid.org/0009-0000-5408-0761"},"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":"Chuangji Li","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shizhuo Li","orcid":"https://orcid.org/0009-0008-2910-5451"},"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":"Shizhuo Li","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108636360","display_name":"Teresa Wu","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":"Tingguan Wu","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059719749","display_name":"Siyun Wang","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":"Siyun Wang","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020650713","display_name":"Konstantinos Kryptos Chalkias","orcid":"https://orcid.org/0000-0002-3252-9975"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kostas Kryptos Chalkias","raw_affiliation_strings":["Mysten Labs, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Mysten Labs, Palo Alto, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009929815"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":6.1,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95430616,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1567","last_page":"1576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9998999834060669,"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":0.9998999834060669,"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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9501000046730042,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.9239553213119507},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.8498026728630066},{"id":"https://openalex.org/keywords/smart-contract","display_name":"Smart contract","score":0.7403628826141357},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6086860299110413},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5628960132598877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5276654362678528},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34680309891700745},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3335687518119812},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12176606059074402}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9239553213119507},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.8498026728630066},{"id":"https://openalex.org/C2779950589","wikidata":"https://www.wikidata.org/wiki/Q7544035","display_name":"Smart contract","level":3,"score":0.7403628826141357},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6086860299110413},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5628960132598877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5276654362678528},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34680309891700745},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3335687518119812},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12176606059074402},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3696410.3714790","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714790","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714790","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3696410.3714790","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714790","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714790","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G101112439","display_name":null,"funder_award_id":"Fellow","funder_id":"https://openalex.org/F4320306151","funder_display_name":"Alfred P. Sloan Foundation"}],"funders":[{"id":"https://openalex.org/F4320306151","display_name":"Alfred P. Sloan Foundation","ror":"https://ror.org/052csg198"},{"id":"https://openalex.org/F4320310207","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409657118.pdf","grobid_xml":"https://content.openalex.org/works/W4409657118.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1972284826","https://openalex.org/W2113697305","https://openalex.org/W2133674686","https://openalex.org/W2883950365","https://openalex.org/W2897450989","https://openalex.org/W2955591483","https://openalex.org/W2968269657","https://openalex.org/W3034459010","https://openalex.org/W3116484444","https://openalex.org/W4245990317","https://openalex.org/W4252261040","https://openalex.org/W4293022987","https://openalex.org/W4366269319","https://openalex.org/W4382195294","https://openalex.org/W4382567344","https://openalex.org/W6600050674"],"related_works":["https://openalex.org/W4388187043","https://openalex.org/W4285161539","https://openalex.org/W2982625131","https://openalex.org/W4408904490","https://openalex.org/W4406264591","https://openalex.org/W4396636834","https://openalex.org/W3092627261","https://openalex.org/W4396241386","https://openalex.org/W4399333949","https://openalex.org/W4285166115"],"abstract_inverted_index":{"The":[0],"vision":[1,19],"of":[2,23,47,62,72,225],"Web3":[3,33,216,268],"is":[4,20,69,87],"to":[5,42,66,75,89,155,170,188,196,240,259],"improve":[6],"user":[7,173],"control":[8],"over":[9],"data":[10],"and":[11,27,91,124,141,205,215,223,236,242,245,252],"assets,":[12],"but":[13],"one":[14,40],"challenge":[15],"that":[16,31,86,113,133,160,180],"complicates":[17],"this":[18,43,67],"the":[21,45,60,70,100,184,197,221],"prevalence":[22],"non-transparent,":[24],"scam-prone":[25],"applications":[26],"vulnerable":[28],"smart":[29,48,77,115,150,208,232,248,261],"contracts":[30,49],"put":[32],"users":[34,239],"at":[35],"risk.While":[36],"code":[37,51,85,127],"audits":[38],"are":[39],"solution":[41],"problem,":[44],"lack":[46],"source":[50,126,199],"on":[52,118,148],"many":[53],"blockchain":[54,231],"platforms,":[55],"such":[56],"as":[57,167],"Sui,":[58],"hinders":[59],"ease":[61],"auditing.A":[63],"promising":[64],"approach":[65,162],"issue":[68],"use":[71],"a":[73,106,143,172],"decompiler":[74],"reverse-engineer":[76],"contract":[78,116,233,262],"bytecode.However,":[79],"existing":[80],"decompilers":[81],"for":[82,203,230],"Sui":[83,119],"produce":[84],"difficult":[88],"understand":[90],"cannot":[92],"be":[93],"directly":[94],"recompiled.To":[95],"address":[96],"this,":[97],"we":[98,178,218],"developed":[99],"SuiGPT":[101],"Move":[102],"AI":[103],"Decompiler":[104],"(MAD),":[105],"Large":[107],"Language":[108],"Model":[109],"(LLM)-powered":[110],"web":[111],"application":[112],"decompiles":[114],"bytecodes":[117],"into":[120],"logically":[121],"correct,":[122],"human-readable,":[123],"recompilable":[125],"with":[128,212],"prompt":[129],"engineering.Our":[130],"evaluation":[131],"shows":[132],"MAD's":[134,161,193,254],"output":[135],"successfully":[136],"passes":[137],"original":[138,198],"unit":[139],"tests":[140],"achieves":[142],"73.33%":[144],"recompilation":[145],"success":[146],"rate":[147],"real-world":[149],"contracts.Additionally,":[151],"newer":[152],"models":[153],"tend":[154],"deliver":[156],"improved":[157],"performance,":[158],"suggesting":[159],"will":[163],"become":[164],"increasingly":[165],"effective":[166],"LLMs":[168],"continue":[169],"advance.In":[171],"study":[174],"involving":[175],"12":[176],"developers,":[177],"found":[179,192],"MAD":[181],"significantly":[182],"reduced":[183],"auditing":[185,206],"workload":[186],"compared":[187],"using":[189],"traditional":[190],"decompilers.Participants":[191],"outputs":[194],"comparable":[195],"code,":[200],"improving":[201],"accessibility":[202],"understanding":[204],"non-open-source":[207,247],"contracts.Through":[209],"qualitative":[210],"interviews":[211],"these":[213],"developers":[214],"projects,":[217],"further":[219,266],"discussed":[220],"strengths":[222],"concerns":[224],"MAD.MAD":[226],"has":[227],"practical":[228],"implications":[229],"transparency,":[234],"auditing,":[235],"education.It":[237],"empowers":[238],"easily":[241],"independently":[243],"review":[244],"audit":[246],"contracts,":[249],"fostering":[250],"accountability":[251],"decentralization.Moreover,":[253],"methodology":[255],"could":[256],"potentially":[257],"extend":[258],"other":[260],"languages,":[263],"like":[264],"Solidity,":[265],"enhancing":[267],"transparency.":[269]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
