{"id":"https://openalex.org/W4390401843","doi":"https://doi.org/10.1109/itnac59571.2023.10368517","title":"Anomaly Detection via Federated Learning","display_name":"Anomaly Detection via Federated Learning","publication_year":2023,"publication_date":"2023-11-29","ids":{"openalex":"https://openalex.org/W4390401843","doi":"https://doi.org/10.1109/itnac59571.2023.10368517"},"language":"en","primary_location":{"id":"doi:10.1109/itnac59571.2023.10368517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itnac59571.2023.10368517","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 33rd International Telecommunication Networks and Applications Conference","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/A5045899357","display_name":"Marc Vucovich","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Marc Vucovich","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090000354","display_name":"Amogh Kamat Tarcar","orcid":null},"institutions":[{"id":"https://openalex.org/I2800727657","display_name":"Persistent Systems (India)","ror":"https://ror.org/03pekdw43","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800727657"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amogh Tarcar","raw_affiliation_strings":["Persistent Systems"],"affiliations":[{"raw_affiliation_string":"Persistent Systems","institution_ids":["https://openalex.org/I2800727657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020283388","display_name":"Penjo Rebelo","orcid":null},"institutions":[{"id":"https://openalex.org/I2800727657","display_name":"Persistent Systems (India)","ror":"https://ror.org/03pekdw43","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800727657"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Penjo Rebelo","raw_affiliation_strings":["Persistent Systems"],"affiliations":[{"raw_affiliation_string":"Persistent Systems","institution_ids":["https://openalex.org/I2800727657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674691","display_name":"Abdul Rahman","orcid":"https://orcid.org/0000-0003-0953-5696"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdul Rahman","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000748244","display_name":"Dhruv Nandakumar","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dhruv Nandakumar","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028087468","display_name":"Christopher Redino","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Redino","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055179055","display_name":"Kevin Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Choi","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083969996","display_name":"R\u00f3bert Schiller","orcid":"https://orcid.org/0000-0002-2170-7748"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Schiller","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064063293","display_name":"Sanmitra Bhattacharya","orcid":"https://orcid.org/0000-0002-1697-3179"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanmitra Bhattacharya","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091547795","display_name":"Balaji Veeramani","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Balaji Veeramani","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110943369","display_name":"Alex West","orcid":null},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex West","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063742042","display_name":"Edward Bowen","orcid":"https://orcid.org/0000-0002-6566-1710"},"institutions":[{"id":"https://openalex.org/I145325580","display_name":"Deloitte (United States)","ror":"https://ror.org/03xkm6e60","country_code":"US","type":"company","lineage":["https://openalex.org/I145325580","https://openalex.org/I4210139068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Bowen","raw_affiliation_strings":["Deloitte & Touche LLP"],"affiliations":[{"raw_affiliation_string":"Deloitte & Touche LLP","institution_ids":["https://openalex.org/I145325580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5045899357"],"corresponding_institution_ids":["https://openalex.org/I145325580"],"apc_list":null,"apc_paid":null,"fwci":2.6119,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90617977,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"266"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8414602279663086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8029465079307556},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6989861726760864},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6449668407440186},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5933446884155273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5729334950447083},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5723240971565247},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5481702089309692},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5144184231758118},{"id":"https://openalex.org/keywords/decipher","display_name":"DECIPHER","score":0.4637276530265808},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46294108033180237},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4593529999256134},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.45789510011672974}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8414602279663086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8029465079307556},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6989861726760864},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6449668407440186},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5933446884155273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5729334950447083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5723240971565247},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5481702089309692},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5144184231758118},{"id":"https://openalex.org/C164614171","wikidata":"https://www.wikidata.org/wiki/Q5204775","display_name":"DECIPHER","level":2,"score":0.4637276530265808},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46294108033180237},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4593529999256134},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.45789510011672974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itnac59571.2023.10368517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itnac59571.2023.10368517","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 33rd International Telecommunication Networks and Applications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2040333627","https://openalex.org/W2789828921","https://openalex.org/W2903872466","https://openalex.org/W2914920979","https://openalex.org/W2943926215","https://openalex.org/W3016764799","https://openalex.org/W3092771185","https://openalex.org/W3112006757","https://openalex.org/W3191470662","https://openalex.org/W4206724648"],"related_works":["https://openalex.org/W2337148208","https://openalex.org/W3004832009","https://openalex.org/W3036013726","https://openalex.org/W1971929717","https://openalex.org/W1724519426","https://openalex.org/W2351051591","https://openalex.org/W2369534771","https://openalex.org/W2357468538","https://openalex.org/W1548126107","https://openalex.org/W2209997499"],"abstract_inverted_index":{"Machine":[0],"learning":[1,24,58,81,107],"has":[2,25],"helped":[3],"advance":[4],"the":[5,42,86,111],"field":[6],"of":[7],"anomaly":[8,54],"detection":[9,132],"by":[10],"incorporating":[11],"classifiers":[12],"and":[13,19,100],"autoencoders":[14],"to":[15,33,44,59,83,114,128],"decipher":[16],"between":[17],"normal":[18],"anomalous":[20],"behaviour.":[21],"Additionally,":[22],"federated":[23,57,80,106],"provided":[26],"a":[27,30,52,65,76,79,105,123],"way":[28],"for":[29,125],"global":[31,112],"model":[32,113],"be":[34],"trained":[35],"with":[36,75],"multiple":[37],"clients\u201d":[38],"data":[39],"without":[40],"requiring":[41],"client":[43,127],"directly":[45],"share":[46],"their":[47,130],"data.":[48],"This":[49],"paper":[50],"proposes":[51],"novel":[53,97],"detector":[55],"via":[56],"detect":[60],"malicious":[61],"network":[62,87],"activity":[63,88],"on":[64],"client's":[66],"server.":[67],"In":[68],"our":[69,96],"experiments.,":[70],"we":[71,103],"use":[72],"an":[73],"autoencoder":[74],"classifier":[77],"in":[78,120],"framework":[82,108],"determine":[84],"if":[85],"is":[89],"benign":[90],"or":[91],"malicious.":[92],"By":[93],"using":[94],"FedSam.,":[95],"min-max":[98],"scalar":[99],"sampling":[101],"technique.,":[102],"created":[104],"that":[109],"allows":[110],"learn":[115],"from":[116],"heterogeneous":[117],"clients":[118],"and.,":[119],"turn.,":[121],"provide":[122],"means":[124],"each":[126],"improve":[129],"intrusion":[131],"system's":[133],"defense":[134],"against":[135],"cyber-attacks.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}