{"id":"https://openalex.org/W4414350297","doi":"https://doi.org/10.1007/s10586-025-05587-4","title":"HFEL: A hybrid federated ensemble learning framework for intrusion detection in IoT networks","display_name":"HFEL: A hybrid federated ensemble learning framework for intrusion detection in IoT networks","publication_year":2025,"publication_date":"2025-09-19","ids":{"openalex":"https://openalex.org/W4414350297","doi":"https://doi.org/10.1007/s10586-025-05587-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-025-05587-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05587-4","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-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/A5093315910","display_name":"Salah El Hajla","orcid":"https://orcid.org/0009-0004-0258-8191"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Salah El Hajla","raw_affiliation_strings":["LaSTI Laboratory, National School of Applied Sciences khouribga, Sultan Moulay Slimane University, Beni Mellal, Morocco"],"affiliations":[{"raw_affiliation_string":"LaSTI Laboratory, National School of Applied Sciences khouribga, Sultan Moulay Slimane University, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093315911","display_name":"El Mahfoud Ennaji","orcid":"https://orcid.org/0009-0003-3470-6984"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Mahfoud Ennaji","raw_affiliation_strings":["LaSTI Laboratory, National School of Applied Sciences khouribga, Sultan Moulay Slimane University, Beni Mellal, Morocco"],"affiliations":[{"raw_affiliation_string":"LaSTI Laboratory, National School of Applied Sciences khouribga, Sultan Moulay Slimane University, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014120892","display_name":"Yassine Maleh","orcid":"https://orcid.org/0000-0003-4704-5364"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Yassine Maleh","raw_affiliation_strings":["LaSTI Laboratory, National School of Applied Sciences khouribga, Sultan Moulay Slimane University, Beni Mellal, Morocco"],"affiliations":[{"raw_affiliation_string":"LaSTI Laboratory, National School of Applied Sciences khouribga, Sultan Moulay Slimane University, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088041348","display_name":"Soufyane Mounir","orcid":"https://orcid.org/0000-0001-5214-950X"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Soufyane Mounir","raw_affiliation_strings":["LaSTI Laboratory, National School of Applied Sciences khouribga, Sultan Moulay Slimane University, Beni Mellal, Morocco"],"affiliations":[{"raw_affiliation_string":"LaSTI Laboratory, National School of Applied Sciences khouribga, Sultan Moulay Slimane University, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014120892"],"corresponding_institution_ids":["https://openalex.org/I4210119856"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3053975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"13","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.835099995136261},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.7376000285148621},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6725000143051147},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6266000270843506},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5884000062942505},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.3474999964237213},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.34549999237060547},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.3440000116825104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9190000295639038},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.835099995136261},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.7376000285148621},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6725000143051147},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6266000270843506},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5884000062942505},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4456999897956848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40799999237060547},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3662000000476837},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.3440000116825104},{"id":"https://openalex.org/C153668964","wikidata":"https://www.wikidata.org/wiki/Q27636","display_name":"Majority rule","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3082999885082245},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C3018790387","wikidata":"https://www.wikidata.org/wiki/Q869010","display_name":"Hybrid learning","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C108759981","wikidata":"https://www.wikidata.org/wiki/Q788590","display_name":"Authorization","level":2,"score":0.2558000087738037}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-025-05587-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05587-4","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W2963748489","https://openalex.org/W2982426954","https://openalex.org/W2994688391","https://openalex.org/W3020687048","https://openalex.org/W3027870121","https://openalex.org/W3049595782","https://openalex.org/W3082551002","https://openalex.org/W3101860164","https://openalex.org/W3118782137","https://openalex.org/W3133886843","https://openalex.org/W3142742079","https://openalex.org/W3175748529","https://openalex.org/W3193911850","https://openalex.org/W3195027245","https://openalex.org/W3214299919","https://openalex.org/W4220886040","https://openalex.org/W4226049722","https://openalex.org/W4226075209","https://openalex.org/W4226094645","https://openalex.org/W4226319939","https://openalex.org/W4240752441","https://openalex.org/W4309080560","https://openalex.org/W4312944124","https://openalex.org/W4313547868","https://openalex.org/W4313555233","https://openalex.org/W4317038427","https://openalex.org/W4318486183","https://openalex.org/W4323338381","https://openalex.org/W4360979173","https://openalex.org/W4367663330","https://openalex.org/W4376456472","https://openalex.org/W4382468150","https://openalex.org/W4384831249","https://openalex.org/W4385723714","https://openalex.org/W4386376682","https://openalex.org/W4388901740","https://openalex.org/W4392110122","https://openalex.org/W4392158746","https://openalex.org/W4392563857","https://openalex.org/W4394627330","https://openalex.org/W4399249485","https://openalex.org/W4400641081","https://openalex.org/W4401295443","https://openalex.org/W4401502751","https://openalex.org/W4401648944","https://openalex.org/W4401985036","https://openalex.org/W4402475093","https://openalex.org/W4402667478","https://openalex.org/W4403484479","https://openalex.org/W4403829031","https://openalex.org/W4404743241","https://openalex.org/W4404851056"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-22T13:39:03.778224","created_date":"2025-10-10T00:00:00"}
