{"id":"https://openalex.org/W4408080195","doi":"https://doi.org/10.1007/978-981-97-8836-1_7","title":"Securing Smart Grids: Decentralized Anomaly Detection Using Federated Learning and Recurrent Neural Networks","display_name":"Securing Smart Grids: Decentralized Anomaly Detection Using Federated Learning and Recurrent Neural Networks","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408080195","doi":"https://doi.org/10.1007/978-981-97-8836-1_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-8836-1_7","doi":"https://doi.org/10.1007/978-981-97-8836-1_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-8836-1_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4408080210","display_name":"Proceedings of International Conference on Recent Trends in Computing"},"type":"conference-paper","is_traditional":true,"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/A5025099961","display_name":"M. Manimegalai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405269433","display_name":"National Engineering College","ror":"https://ror.org/044w31n44","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405269433"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"M. Manimegalai","raw_affiliation_strings":["National Engineering College, Kovilpatti, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering College, Kovilpatti, Tamil Nadu, India","institution_ids":["https://openalex.org/I4405269433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018775130","display_name":"K. Sebasthirani","orcid":"https://orcid.org/0000-0003-3196-0189","observed_orcids":["https://orcid.org/0000-0003-3196-0189"]},"institutions":[{"id":"https://openalex.org/I88187127","display_name":"Sri Ramakrishna Engineering College","ror":"https://ror.org/056nttx82","country_code":"IN","type":"education","lineage":["https://openalex.org/I88187127"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Sebasthirani","raw_affiliation_strings":["Sri Ramakrishna Engineering College, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sri Ramakrishna Engineering College, Coimbatore, Tamil Nadu, India","institution_ids":["https://openalex.org/I88187127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038703332","display_name":"P. Maruthupandi","orcid":"https://orcid.org/0000-0003-3789-3693","observed_orcids":["https://orcid.org/0000-0003-3789-3693"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Maruthupandi","raw_affiliation_strings":["Goverment College of Technology, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Goverment College of Technology, Coimbatore, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114051202","display_name":"G. Rajesh","orcid":"https://orcid.org/0000-0002-6927-9578","observed_orcids":["https://orcid.org/0000-0002-6927-9578"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G. Rajesh","raw_affiliation_strings":["IDK Institute, Palakkad, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDK Institute, Palakkad, Kerala, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025099961"],"corresponding_institution_ids":["https://openalex.org/I4405269433"],"apc_list":null,"apc_paid":null,"fwci":1.7062,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72243793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.6859999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.6859999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.2797999978065491,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/smart-grid","display_name":"smart grid","score":0.8140000104904175},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.9769999980926514},{"id":"https://openalex.org/keywords/federated-learning","display_name":"federated learning","score":0.9049999713897705},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.9990000128746033},{"id":"https://openalex.org/keywords/smart-meter-data","display_name":"smart meter data","score":0.8949999809265137},{"id":"https://openalex.org/keywords/energy-theft-detection","display_name":"energy theft detection","score":0.9070000052452087},{"id":"https://openalex.org/keywords/cyberattack-detection","display_name":"cyberattack detection","score":0.8299999833106995},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.8289999961853027},{"id":"https://openalex.org/keywords/decentralized-learning","display_name":"decentralized learning","score":0.8050000071525574},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.4020000100135803}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.739267110824585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6317429542541504},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5240262150764465},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.48718875646591187},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.42223265767097473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38536834716796875},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3316740393638611},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14018556475639343},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.058614581823349},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-8836-1_7","doi":"https://doi.org/10.1007/978-981-97-8836-1_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-8836-1_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717},{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.571399986743927}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2067792375","https://openalex.org/W2100649405","https://openalex.org/W2292644333","https://openalex.org/W2560064556","https://openalex.org/W2609968973","https://openalex.org/W2900319533","https://openalex.org/W2908140179","https://openalex.org/W2963741028","https://openalex.org/W2966914969","https://openalex.org/W3019305901","https://openalex.org/W3044515030","https://openalex.org/W3082436531","https://openalex.org/W3113056265","https://openalex.org/W3176965630","https://openalex.org/W3215443493","https://openalex.org/W4214919511","https://openalex.org/W4283710979","https://openalex.org/W4285103550","https://openalex.org/W4285407792","https://openalex.org/W4296241350"],"related_works":["https://openalex.org/W7160631842","https://openalex.org/W4412873602","https://openalex.org/W4316660992","https://openalex.org/W4406479442","https://openalex.org/W3214093725","https://openalex.org/W7169024580","https://openalex.org/W4387247261","https://openalex.org/W4406338864","https://openalex.org/W7130413818","https://openalex.org/W4391851481"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2025-03-02T00:00:00"}