{"id":"https://openalex.org/W4401509504","doi":"https://doi.org/10.1109/iccworkshops59551.2024.10615385","title":"A Federated Learning Mechanism for Mitigating Selective Forwarding Attacks in RPL-Based Internet of Things","display_name":"A Federated Learning Mechanism for Mitigating Selective Forwarding Attacks in RPL-Based Internet of Things","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4401509504","doi":"https://doi.org/10.1109/iccworkshops59551.2024.10615385"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops59551.2024.10615385","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops59551.2024.10615385","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 Communications Workshops (ICC Workshops)","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/A5008277736","display_name":"Noshina Tariq","orcid":"https://orcid.org/0000-0002-9754-253X"},"institutions":[{"id":"https://openalex.org/I899713450","display_name":"Air University","ror":"https://ror.org/03yfe9v83","country_code":"PK","type":"education","lineage":["https://openalex.org/I899713450"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Noshina Tariq","raw_affiliation_strings":["Air University,Department of Avionics Engineering,Islamabad,Pakistan"],"affiliations":[{"raw_affiliation_string":"Air University,Department of Avionics Engineering,Islamabad,Pakistan","institution_ids":["https://openalex.org/I899713450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077892987","display_name":"Rabia Khan","orcid":"https://orcid.org/0000-0001-7659-6638"},"institutions":[{"id":"https://openalex.org/I899713450","display_name":"Air University","ror":"https://ror.org/03yfe9v83","country_code":"PK","type":"education","lineage":["https://openalex.org/I899713450"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rabia Khan","raw_affiliation_strings":["Air University,Department of Avionics Engineering,Islamabad,Pakistan"],"affiliations":[{"raw_affiliation_string":"Air University,Department of Avionics Engineering,Islamabad,Pakistan","institution_ids":["https://openalex.org/I899713450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016675823","display_name":"Maram Fahaad Almufareh","orcid":"https://orcid.org/0000-0002-6613-0831"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Al Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Maram Fahaad Almufareh","raw_affiliation_strings":["Jouf University,Department of Information Systems,Sakakah,Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Jouf University,Department of Information Systems,Sakakah,Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027472030","display_name":"Mamoona Humayun","orcid":"https://orcid.org/0000-0001-6339-2257"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Al Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mamoona Humayun","raw_affiliation_strings":["Jouf University,Department of Information Systems,Sakakah,Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Jouf University,Department of Information Systems,Sakakah,Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005178354","display_name":"Momina Shaheen","orcid":"https://orcid.org/0000-0001-9424-9787"},"institutions":[{"id":"https://openalex.org/I877107187","display_name":"University of Roehampton","ror":"https://ror.org/043071f54","country_code":"GB","type":"education","lineage":["https://openalex.org/I877107187"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Momina Shaheen","raw_affiliation_strings":["School of Arts Humanities and Social Sciences, University of Roehampton,London"],"affiliations":[{"raw_affiliation_string":"School of Arts Humanities and Social Sciences, University of Roehampton,London","institution_ids":["https://openalex.org/I877107187"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008277736"],"corresponding_institution_ids":["https://openalex.org/I899713450"],"apc_list":null,"apc_paid":null,"fwci":2.6284,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90413668,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"871","last_page":"877"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9979000091552734,"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":0.9979000091552734,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9857000112533569,"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/T10734","display_name":"Information and Cyber Security","score":0.9638000130653381,"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/computer-science","display_name":"Computer science","score":0.7433172464370728},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6762688159942627},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6513960361480713},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5714366436004639},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5621499419212341},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4895220994949341},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.42840316891670227},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29272639751434326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7433172464370728},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6762688159942627},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6513960361480713},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5714366436004639},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5621499419212341},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4895220994949341},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.42840316891670227},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29272639751434326},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops59551.2024.10615385","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops59551.2024.10615385","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 Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2625602624","https://openalex.org/W2805611890","https://openalex.org/W2912043702","https://openalex.org/W3135252678","https://openalex.org/W3165778968","https://openalex.org/W4205946811","https://openalex.org/W4206562093","https://openalex.org/W4210367807","https://openalex.org/W4213178041","https://openalex.org/W4224055696","https://openalex.org/W4226314999","https://openalex.org/W4289545090","https://openalex.org/W4303969227","https://openalex.org/W4307397908","https://openalex.org/W4309287962","https://openalex.org/W4318014814","https://openalex.org/W4319779432","https://openalex.org/W4361009416","https://openalex.org/W4362611851","https://openalex.org/W4380785273","https://openalex.org/W4390480548","https://openalex.org/W4392735248"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660"],"abstract_inverted_index":{"Security":[0],"is":[1],"a":[2,24,53,113],"significant":[3],"concern":[4],"in":[5,39,139],"the":[6,58,66,76,82,90,101,135],"Internet":[7],"of":[8,81,116,119,123,129],"Things":[9],"(IoT),":[10],"particularly":[11],"routing":[12,70],"attacks":[13,38,73],"causing":[14],"severe":[15],"damage":[16],"due":[17],"to":[18,34,64,68],"information":[19],"loss.":[20],"The":[21,85,106],"paper":[22],"introduces":[23],"Federated":[25],"Learning":[26],"(FL)":[27],"(using":[28],"MultiLayer":[29],"Perceptron":[30],"(MLP))":[31],"detection":[32],"mechanism":[33],"address":[35],"selective":[36],"forwarding":[37],"Routing":[40,60],"Protocol":[41],"for":[42],"Low-Power":[43],"and":[44,79,99,125],"Lossy":[45],"Networks":[46],"(RPL)-based":[47],"IoT":[48,59,83],"networks.":[49,84],"This":[50],"approach":[51],"utilizes":[52],"lightweight":[54],"model":[55],"that":[56,89],"incorporates":[57],"Attack":[61],"Dataset":[62],"(IRAD)":[63],"improve":[65],"ability":[67],"detect":[69],"attacks.":[71],"These":[72],"can":[74],"compromise":[75],"overall":[77],"stability":[78],"security":[80],"comparative":[86],"findings":[87],"demonstrate":[88],"proposed":[91],"MLP":[92],"classifier":[93],"exhibits":[94],"high":[95],"accuracy":[96,115],"during":[97],"training":[98],"achieves":[100],"most":[102],"efficient":[103],"runtime":[104],"performance.":[105],"suggested":[107],"system":[108],"demonstrated":[109],"exceptional":[110],"performance,":[111],"achieving":[112],"prediction":[114],"98.33%,":[117],"precision":[118],"98.67%,":[120],"recall":[121],"rate":[122],"97.33%,":[124],"an":[126],"F1":[127],"score":[128],"98%":[130],"on":[131],"average.":[132],"It":[133],"outperformed":[134],"current":[136],"leading":[137],"research":[138],"this":[140],"field.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}