{"id":"https://openalex.org/W4388620512","doi":"https://doi.org/10.1145/3607720.3607751","title":"Review of Vulnerabilities and Countermeasures Against Sybil Attacks on Decentralized Systems Based on Machine Learning Algorithms","display_name":"Review of Vulnerabilities and Countermeasures Against Sybil Attacks on Decentralized Systems Based on Machine Learning Algorithms","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4388620512","doi":"https://doi.org/10.1145/3607720.3607751"},"language":"en","primary_location":{"id":"doi:10.1145/3607720.3607751","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3607720.3607751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Networking, Intelligent Systems & Security","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/A5026983849","display_name":"Abdellatif Bakar","orcid":"https://orcid.org/0009-0005-1425-847X"},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellatif Bakar","raw_affiliation_strings":["DSAI2S Research Team, Faculty of Sciences and Technologies of Tangier, Universit\u00e9 Abdelmalek Essaadi, Morocco"],"raw_orcid":"https://orcid.org/0009-0005-1425-847X","affiliations":[{"raw_affiliation_string":"DSAI2S Research Team, Faculty of Sciences and Technologies of Tangier, Universit\u00e9 Abdelmalek Essaadi, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057866221","display_name":"Abdelhamid Zouhair","orcid":"https://orcid.org/0000-0002-3039-9417"},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelhamid Zouhair","raw_affiliation_strings":["DSAI2S Research Team, Faculty of Sciences and Technologies of Tangier, Universit\u00e9 Abdelmalek Essaadi, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-3039-9417","affiliations":[{"raw_affiliation_string":"DSAI2S Research Team, Faculty of Sciences and Technologies of Tangier, Universit\u00e9 Abdelmalek Essaadi, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085372994","display_name":"El Mokhtar En-Naimi","orcid":"https://orcid.org/0000-0002-5846-5252"},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Mokhtar En-Naimi","raw_affiliation_strings":["DSAI2S Research Team, Faculty of Sciences and Technologies of Tangier, Universit\u00e9 Abdelmalek Essaadi, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-5846-5252","affiliations":[{"raw_affiliation_string":"DSAI2S Research Team, Faculty of Sciences and Technologies of Tangier, Universit\u00e9 Abdelmalek Essaadi, Morocco","institution_ids":["https://openalex.org/I240042149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I240042149"],"apc_list":null,"apc_paid":null,"fwci":0.3755,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62589655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9980000257492065,"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/sybil-attack","display_name":"Sybil attack","score":0.971832275390625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7453961372375488},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.6838755011558533},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.608916163444519},{"id":"https://openalex.org/keywords/peer-to-peer","display_name":"Peer-to-peer","score":0.45793867111206055},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2750040292739868},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2207452356815338},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.17399433255195618},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.08663114905357361}],"concepts":[{"id":"https://openalex.org/C2777505653","wikidata":"https://www.wikidata.org/wiki/Q4470796","display_name":"Sybil attack","level":3,"score":0.971832275390625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7453961372375488},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.6838755011558533},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.608916163444519},{"id":"https://openalex.org/C534932454","wikidata":"https://www.wikidata.org/wiki/Q161410","display_name":"Peer-to-peer","level":2,"score":0.45793867111206055},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2750040292739868},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2207452356815338},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.17399433255195618},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.08663114905357361}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3607720.3607751","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3607720.3607751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Networking, Intelligent Systems & Security","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":18,"referenced_works":["https://openalex.org/W1520914943","https://openalex.org/W2110801527","https://openalex.org/W2119742615","https://openalex.org/W2150941206","https://openalex.org/W2808297942","https://openalex.org/W2884580552","https://openalex.org/W2898591106","https://openalex.org/W2911295356","https://openalex.org/W2914982603","https://openalex.org/W2944831429","https://openalex.org/W3084491467","https://openalex.org/W3100618754","https://openalex.org/W3131802532","https://openalex.org/W4211068006","https://openalex.org/W4281912321","https://openalex.org/W4385674832","https://openalex.org/W6922094438","https://openalex.org/W7131907535"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2340192855","https://openalex.org/W2741062270","https://openalex.org/W2326507185","https://openalex.org/W2165491783","https://openalex.org/W2002490650","https://openalex.org/W2322032246","https://openalex.org/W2057688614","https://openalex.org/W2067368164"],"abstract_inverted_index":{"The":[0,40,62,77],"Sybil":[1,35,48,60,90],"assault":[2],"is":[3],"one":[4],"example":[5],"of":[6,9,84],"a":[7],"sort":[8],"attack":[10],"that":[11],"targets":[12],"distributed":[13,25],"systems":[14],"and":[15,32,55,74,92],"uses":[16],"numerous":[17,24,98],"identities":[18],"to":[19,52,59,87],"influence":[20],"network":[21],"behavior.":[22],"In":[23],"systems,":[26],"including":[27],"peer-to-peer":[28],"networks,":[29,31,34],"social":[30],"blockchain":[33],"attacks":[36],"have":[37],"been":[38],"used.":[39],"current":[41],"paper":[42],"summarizes":[43],"the":[44,82,97],"pertinent":[45],"studies":[46],"on":[47,71,96],"attacks,":[49],"discusses":[50],"how":[51,86],"avoid":[53],"them,":[54],"offers":[56],"potential":[57],"countermeasures":[58],"attacks.":[61],"solutions":[63],"are":[64],"divided":[65],"into":[66],"two":[67],"groups:":[68],"those":[69,75],"relying":[70],"machine":[72],"learning":[73],"not.":[76],"study":[78],"concludes":[79],"by":[80],"highlighting":[81],"importance":[83],"understanding":[85],"defend":[88],"against":[89],"assaults":[91],"providing":[93],"insightful":[94],"information":[95],"aspects":[99],"affecting":[100],"vulnerable":[101],"systems.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}