{"id":"https://openalex.org/W4398161210","doi":"https://doi.org/10.1145/3605098.3636183","title":"Improving Privacy in Federated Learning-Based Intrusion Detection for IoT Networks","display_name":"Improving Privacy in Federated Learning-Based Intrusion Detection for IoT Networks","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4398161210","doi":"https://doi.org/10.1145/3605098.3636183"},"language":"en","primary_location":{"id":"doi:10.1145/3605098.3636183","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605098.3636183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","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/A5098728965","display_name":"Lamine Syne","orcid":"https://orcid.org/0009-0005-3805-1430"},"institutions":[{"id":"https://openalex.org/I158438070","display_name":"Universidad de La Laguna","ror":"https://ror.org/01r9z8p25","country_code":"ES","type":"education","lineage":["https://openalex.org/I158438070"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Lamine Syne","raw_affiliation_strings":["University of La Laguna, Tenerife, Spain"],"affiliations":[{"raw_affiliation_string":"University of La Laguna, Tenerife, Spain","institution_ids":["https://openalex.org/I158438070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053697384","display_name":"Pino Caballero\u2010Gil","orcid":"https://orcid.org/0000-0002-0859-5876"},"institutions":[{"id":"https://openalex.org/I158438070","display_name":"Universidad de La Laguna","ror":"https://ror.org/01r9z8p25","country_code":"ES","type":"education","lineage":["https://openalex.org/I158438070"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pino Caballero-Gil","raw_affiliation_strings":["University of La Laguna, Tenerife, Spain"],"affiliations":[{"raw_affiliation_string":"University of La Laguna, Tenerife, Spain","institution_ids":["https://openalex.org/I158438070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043998435","display_name":"Candelaria Hern\u00e1ndez\u2010Goya","orcid":"https://orcid.org/0000-0002-9468-708X"},"institutions":[{"id":"https://openalex.org/I158438070","display_name":"Universidad de La Laguna","ror":"https://ror.org/01r9z8p25","country_code":"ES","type":"education","lineage":["https://openalex.org/I158438070"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Candelaria Hernandez-Goya","raw_affiliation_strings":["University of La Laguna, Tenerife, Spain"],"affiliations":[{"raw_affiliation_string":"University of La Laguna, Tenerife, Spain","institution_ids":["https://openalex.org/I158438070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5098728965"],"corresponding_institution_ids":["https://openalex.org/I158438070"],"apc_list":null,"apc_paid":null,"fwci":1.7178,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86142838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"580","last_page":"583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998000264167786,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7795995473861694},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6310871243476868},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6171122789382935},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4776119887828827},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4403364658355713},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34586480259895325},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.33583399653434753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7795995473861694},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6310871243476868},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6171122789382935},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4776119887828827},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4403364658355713},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34586480259895325},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33583399653434753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3605098.3636183","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605098.3636183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","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":8,"referenced_works":["https://openalex.org/W1562767160","https://openalex.org/W2397857137","https://openalex.org/W2982426954","https://openalex.org/W2991236681","https://openalex.org/W3016632787","https://openalex.org/W3157680283","https://openalex.org/W3171802458","https://openalex.org/W3178386862"],"related_works":["https://openalex.org/W2584827882","https://openalex.org/W2538581760","https://openalex.org/W3195097297","https://openalex.org/W4225340788","https://openalex.org/W3038106605","https://openalex.org/W2513267613","https://openalex.org/W3049084372","https://openalex.org/W2528109871","https://openalex.org/W2940702331","https://openalex.org/W2905822832"],"abstract_inverted_index":{"Federated":[0],"learning":[1,8,57,76,174],"has":[2],"emerged":[3],"as":[4,115],"a":[5],"leading":[6],"machine":[7],"paradigm,":[9],"promising":[10],"to":[11,62,85,95,136,159,164],"preserve":[12],"data":[13],"privacy":[14,105,143,155,166],"while":[15],"collaboratively":[16],"training":[17],"models.":[18],"This":[19,133],"approach":[20,163],"is":[21,93],"increasingly":[22],"finding":[23],"applications":[24],"in":[25,31,106,167],"the":[26,32,83,138,161,176],"Internet":[27,177],"of":[28,34,118,127,178],"Things,":[29,179],"particularly":[30],"context":[33],"intrusion":[35,41,168],"detection.":[36],"However,":[37,109],"most":[38],"federated":[39,56,173],"learning-based":[40],"detection":[42,169],"systems":[43,58,170],"focus":[44],"on":[45,172],"detecting":[46],"attacks":[47,63],"that":[48],"target":[49],"or":[50],"originate":[51],"from":[52,101],"network":[53],"devices.":[54],"Regrettably,":[55],"are":[59],"not":[60],"immune":[61],"by":[64,146],"adversaries":[65],"aimed":[66],"at":[67],"inferring":[68],"information":[69,87],"about":[70,88],"device":[71],"data.":[72,90],"During":[73],"model":[74,99,131],"updates,":[75],"processes":[77],"and":[78,97,123,144,156],"aggregation,":[79],"malicious":[80],"aggregators":[81],"have":[82],"potential":[84],"infer":[86],"client":[89],"Secure":[91],"aggregation":[92,150],"used":[94],"collect":[96],"consolidate":[98],"updates":[100],"various":[102],"devices,":[103],"ensuring":[104],"individual":[107],"contributions.":[108],"current":[110],"protocols":[111],"face":[112],"challenges":[113],"such":[114],"high":[116],"number":[117],"communication":[119,121],"rounds,":[120],"overhead":[122],"computation":[124],"costs,":[125],"all":[126],"which":[128],"negatively":[129],"impact":[130],"performance.":[132,182],"work":[134],"aims":[135],"find":[137],"best":[139,162],"balance":[140],"between":[141],"cost,":[142],"effectiveness":[145],"studying":[147],"different":[148],"secure":[149],"methods":[151],"(multi-party":[152],"computation,":[153],"differential":[154],"homomorphic":[157],"encryption)":[158],"reach":[160],"improve":[165],"based":[171],"for":[175],"without":[180],"affecting":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}
