{"id":"https://openalex.org/W4400315364","doi":"https://doi.org/10.1109/isivc61350.2024.10577927","title":"AI-Driven Opcode-Based Smart Contract Classification","display_name":"AI-Driven Opcode-Based Smart Contract Classification","publication_year":2024,"publication_date":"2024-05-21","ids":{"openalex":"https://openalex.org/W4400315364","doi":"https://doi.org/10.1109/isivc61350.2024.10577927"},"language":"en","primary_location":{"id":"doi:10.1109/isivc61350.2024.10577927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isivc61350.2024.10577927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 12th International Symposium on Signal, Image, Video and Communications (ISIVC)","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/A5092610988","display_name":"Inas Hasnaoui","orcid":"https://orcid.org/0009-0003-1010-7098"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Inas Hasnaoui","raw_affiliation_strings":["University Cadi Ayyad,Smart Systems and Applications Laboratory, National School of Applied Sciences,Marrakech,Morocco,40 001"],"affiliations":[{"raw_affiliation_string":"University Cadi Ayyad,Smart Systems and Applications Laboratory, National School of Applied Sciences,Marrakech,Morocco,40 001","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090555107","display_name":"Maria Zrikem","orcid":"https://orcid.org/0009-0009-9435-2552"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Maria Zrikem","raw_affiliation_strings":["University Cadi Ayyad,Smart Systems and Applications Laboratory, National School of Applied Sciences,Marrakech,Morocco,40 001"],"affiliations":[{"raw_affiliation_string":"University Cadi Ayyad,Smart Systems and Applications Laboratory, National School of Applied Sciences,Marrakech,Morocco,40 001","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108855738","display_name":"Rajaa Elassali","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Rajaa Elassali","raw_affiliation_strings":["University Cadi Ayyad,Smart Systems and Applications Laboratory, National School of Applied Sciences,Marrakech,Morocco,40 001"],"affiliations":[{"raw_affiliation_string":"University Cadi Ayyad,Smart Systems and Applications Laboratory, National School of Applied Sciences,Marrakech,Morocco,40 001","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092610988"],"corresponding_institution_ids":["https://openalex.org/I119856527"],"apc_list":null,"apc_paid":null,"fwci":3.2568,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92933949,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9477999806404114,"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":0.9477999806404114,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/opcode","display_name":"Opcode","score":0.9361168146133423},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6674771308898926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41361385583877563},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11082243919372559}],"concepts":[{"id":"https://openalex.org/C52173422","wikidata":"https://www.wikidata.org/wiki/Q766483","display_name":"Opcode","level":2,"score":0.9361168146133423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6674771308898926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41361385583877563},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11082243919372559}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isivc61350.2024.10577927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isivc61350.2024.10577927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 12th International Symposium on Signal, Image, Video and Communications (ISIVC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3010181709","https://openalex.org/W3176636969","https://openalex.org/W4211068006","https://openalex.org/W4248175462","https://openalex.org/W4253518748","https://openalex.org/W4294052985","https://openalex.org/W4312462744","https://openalex.org/W6787933915","https://openalex.org/W7011450497"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2004101185","https://openalex.org/W2046404690","https://openalex.org/W4200046519","https://openalex.org/W2347098755","https://openalex.org/W2794638429","https://openalex.org/W2775473347","https://openalex.org/W4287115104","https://openalex.org/W2334486767"],"abstract_inverted_index":{"In":[0],"the":[1,43,113,150],"ever-expanding":[2],"landscape":[3],"of":[4,45,117,127,153],"blockchain":[5,19,55,145,154],"technology":[6],"and":[7,21,24,65,91,98,115,141],"decentralized":[8],"applications":[9],"(DApps),":[10],"smart":[11,34,107,128],"contracts":[12,35],"play":[13],"a":[14,101,134],"pivotal":[15],"role":[16],"in":[17,42],"driving":[18],"functionality":[20],"shaping":[22],"interactions":[23],"transactions.":[25],"This":[26,120],"paper":[27],"introduces":[28],"an":[29],"AI-driven":[30],"approach":[31],"to":[32,149],"classify":[33],"based":[36],"on":[37],"their":[38],"opcode":[39],"patterns,":[40],"culminating":[41],"identification":[44],"three":[46],"distinct":[47],"classes:":[48],"Primary":[49],"Smart":[50,58,67],"Contracts":[51,59,68],"(SC-P),":[52],"representing":[53],"fundamental":[54],"interactions;":[56],"Oracle":[57],"(SC-O),":[60],"facilitating":[61],"real-world":[62],"data":[63],"integration;":[64],"Bridge":[66],"(SC-B),":[69],"enabling":[70],"seamless":[71],"communication":[72,142],"across":[73],"blockchains.":[74],"Our":[75],"methodology":[76],"employs":[77],"various":[78],"advanced":[79],"AI":[80],"models,":[81],"including":[82],"Random":[83],"Forest,":[84],"Support":[85],"Vector":[86],"Machine,":[87],"Convolutional":[88],"Neural":[89],"Network,":[90],"autoencoder.":[92],"These":[93],"models":[94],"are":[95],"rigorously":[96],"trained":[97],"evaluated":[99],"using":[100],"diverse":[102],"dataset":[103],"comprising":[104],"real":[105],"Ethereum":[106],"contracts,":[108],"providing":[109],"valuable":[110],"insights":[111],"into":[112],"characteristics":[114],"functionalities":[116,130],"each":[118],"class.":[119],"work":[121],"not":[122],"only":[123],"advances":[124],"our":[125],"comprehension":[126],"contract":[129],"but":[131],"also":[132],"establishes":[133],"robust":[135],"classification":[136],"paradigm":[137],"for":[138],"resource":[139],"allocation":[140],"patterns":[143],"within":[144],"ecosystems,":[146],"thereby":[147],"contributing":[148],"broader":[151],"field":[152],"research.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
