{"id":"https://openalex.org/W4401719375","doi":"https://doi.org/10.1109/icbc59979.2024.10634473","title":"Blockchain Smart Contract Vulnerability Detection and Segmentation Using ML","display_name":"Blockchain Smart Contract Vulnerability Detection and Segmentation Using ML","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401719375","doi":"https://doi.org/10.1109/icbc59979.2024.10634473"},"language":"en","primary_location":{"id":"doi:10.1109/icbc59979.2024.10634473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbc59979.2024.10634473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)","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/A5047994728","display_name":"Sabbir Ahmed","orcid":"https://orcid.org/0000-0003-1186-4755"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabbir Ahmed","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036796573","display_name":"Luay Abdeljaber","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luay Abdeljaber","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043040853","display_name":"Sharif Noor Zisad","orcid":"https://orcid.org/0000-0003-4568-359X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sharif Noor Zisad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086955492","display_name":"Mohammad Shahadat Hossain","orcid":"https://orcid.org/0000-0002-7473-8185"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad Shahadat Hossain","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5005002693","display_name":"Latifur Khan","orcid":"https://orcid.org/0000-0002-9300-1576"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Latifur Khan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3791,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85754634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9595999717712402,"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":0.9595999717712402,"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/blockchain","display_name":"Blockchain","score":0.6884702444076538},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.6230597496032715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5928016901016235},{"id":"https://openalex.org/keywords/smart-contract","display_name":"Smart contract","score":0.5473946332931519},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5215499401092529},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5179457068443298},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.34670716524124146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30425018072128296}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.6884702444076538},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.6230597496032715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5928016901016235},{"id":"https://openalex.org/C2779950589","wikidata":"https://www.wikidata.org/wiki/Q7544035","display_name":"Smart contract","level":3,"score":0.5473946332931519},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5215499401092529},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5179457068443298},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34670716524124146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30425018072128296}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbc59979.2024.10634473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbc59979.2024.10634473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W3034459010","https://openalex.org/W3035733952","https://openalex.org/W3152617045","https://openalex.org/W3187454871","https://openalex.org/W4214667959","https://openalex.org/W4295886294","https://openalex.org/W4316661173","https://openalex.org/W6843013978"],"related_works":["https://openalex.org/W4297798448","https://openalex.org/W4388187043","https://openalex.org/W4396713893","https://openalex.org/W4285161539","https://openalex.org/W2982625131","https://openalex.org/W4396636834","https://openalex.org/W3092627261","https://openalex.org/W4396241386","https://openalex.org/W4399333949","https://openalex.org/W4285166115"],"abstract_inverted_index":{"Detecting":[0],"vulnerabilities":[1,16,74],"in":[2,75],"smart":[3,77],"contracts":[4,78],"presents":[5],"a":[6],"significant":[7],"challenge":[8],"due":[9],"to":[10,49,51,69],"the":[11,15,18,47,71],"unique":[12],"nature":[13],"of":[14,20,43,73],"and":[17,35,46],"complexity":[19],"contract":[21],"codes":[22],"[3].":[23],"Existing":[24],"approaches,":[25],"which":[26],"include":[27],"formal":[28],"verification,":[29],"symbolic":[30],"execution,":[31],"machine":[32],"learning":[33,37],"(ML),":[34],"deep":[36],"(DL),":[38],"often":[39],"struggle":[40],"with":[41],"issues":[42],"accuracy,":[44],"transparency,":[45],"ability":[48],"adapt":[50],"new":[52],"threats":[53],"[6].":[54],"This":[55],"research":[56],"introduces":[57],"an":[58],"innovative":[59],"system":[60],"that":[61],"employs":[62],"graph-based":[63],"feature":[64],"extraction":[65],"alongside":[66],"ML-based":[67],"prediction":[68],"improve":[70],"identification":[72],"Ethereum":[76],"[1].":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}