{"id":"https://openalex.org/W7128535621","doi":"https://doi.org/10.1007/978-3-032-15638-9_25","title":"A Privacy-Preserving and\u00a0Explainable Approach for\u00a0Anomaly Detection in\u00a0Substation Networks","display_name":"A Privacy-Preserving and\u00a0Explainable Approach for\u00a0Anomaly Detection in\u00a0Substation Networks","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7128535621","doi":"https://doi.org/10.1007/978-3-032-15638-9_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-15638-9_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15638-9_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5048784616","display_name":"Paul Tavolato","orcid":null},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Paul Tavolato","raw_affiliation_strings":["Faculty of Computer Science, University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035886106","display_name":"Oliver Eigner","orcid":null},"institutions":[{"id":"https://openalex.org/I25485817","display_name":"University of Applied Sciences St P\u00f6lten","ror":"https://ror.org/039a2re55","country_code":"AT","type":"education","lineage":["https://openalex.org/I25485817"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Oliver Eigner","raw_affiliation_strings":["Department of Computer Science and Security, St. P\u00f6lten University of Applied Sciences, Sankt P\u00f6lten, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Security, St. P\u00f6lten University of Applied Sciences, Sankt P\u00f6lten, Austria","institution_ids":["https://openalex.org/I25485817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119309087","display_name":"Philipp Kreimel-Haindl","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097752","display_name":"OMV (Austria)","ror":"https://ror.org/00xn5w219","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210097752"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Philipp Kreimel-Haindl","raw_affiliation_strings":["OMV, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"OMV, Vienna, Austria","institution_ids":["https://openalex.org/I4210097752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006417896","display_name":"Patrizia Agnello","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119350","display_name":"Istituto Nazionale per l'Assicurazione Contro gli Infortuni sul Lavoro","ror":"https://ror.org/01t264m74","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210119350"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizia Agnello","raw_affiliation_strings":["Istituto Nazionale per l\u2019Assicurazione contro gli Infortuni sul Lavoro (INAIL), Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale per l\u2019Assicurazione contro gli Infortuni sul Lavoro (INAIL), Roma, Italy","institution_ids":["https://openalex.org/I4210119350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018336994","display_name":"Marta Petyx","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119350","display_name":"Istituto Nazionale per l'Assicurazione Contro gli Infortuni sul Lavoro","ror":"https://ror.org/01t264m74","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210119350"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Petyx","raw_affiliation_strings":["Istituto Nazionale per l\u2019Assicurazione contro gli Infortuni sul Lavoro (INAIL), Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale per l\u2019Assicurazione contro gli Infortuni sul Lavoro (INAIL), Roma, Italy","institution_ids":["https://openalex.org/I4210119350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125559354","display_name":"Antonella Santone","orcid":null},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Santone","raw_affiliation_strings":["Department of Medicine and Health Sciences \u201cV. Tiberio\u201d, University of Molise, Campobasso, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Medicine and Health Sciences \u201cV. Tiberio\u201d, University of Molise, Campobasso, Italy","institution_ids":["https://openalex.org/I129627893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125481098","display_name":"Fabio Martinelli","orcid":null},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Martinelli","raw_affiliation_strings":["Institute of High Performance Computing and Networking, National Research Council of Italy (CNR), Rende, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing and Networking, National Research Council of Italy (CNR), Rende, Italy","institution_ids":["https://openalex.org/I3005160176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023695406","display_name":"Francesco Mercaldo","orcid":"https://orcid.org/0000-0002-9425-1657"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]},{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT","IT"],"is_corresponding":true,"raw_author_name":"Francesco Mercaldo","raw_affiliation_strings":["Department of Medicine and Health Sciences \u201cV. Tiberio\u201d, University of Molise, Campobasso, Italy","Faculty of Computer Science, University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Medicine and Health Sciences \u201cV. Tiberio\u201d, University of Molise, Campobasso, Italy","institution_ids":["https://openalex.org/I129627893"]},{"raw_affiliation_string":"Faculty of Computer Science, University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5023695406"],"corresponding_institution_ids":["https://openalex.org/I129627893","https://openalex.org/I129774422"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70601632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"434","last_page":"450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.42289999127388,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.42289999127388,"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":0.20440000295639038,"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/T12127","display_name":"Software System Performance and Reliability","score":0.05469999834895134,"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/anomaly-detection","display_name":"Anomaly detection","score":0.7669000029563904},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6255000233650208},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.5548999905586243},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5454000234603882},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5182999968528748},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.41019999980926514}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7669000029563904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7484999895095825},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6255000233650208},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.5548999905586243},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5454000234603882},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5182999968528748},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45559999346733093},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.41019999980926514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.400299996137619},{"id":"https://openalex.org/C196796808","wikidata":"https://www.wikidata.org/wiki/Q132629","display_name":"Electrical network","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.30320000648498535},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28029999136924744},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25360000133514404},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-15638-9_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15638-9_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6703668832778931,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2562173243","https://openalex.org/W4311606126","https://openalex.org/W4313029209","https://openalex.org/W4388517786","https://openalex.org/W4388894093","https://openalex.org/W4390189664","https://openalex.org/W4399107506","https://openalex.org/W4399477749","https://openalex.org/W4401068729","https://openalex.org/W4401709300","https://openalex.org/W4403316406","https://openalex.org/W4405965505","https://openalex.org/W4406132406","https://openalex.org/W4406164337","https://openalex.org/W4413222558","https://openalex.org/W4413247794"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-12T06:13:03.167441","created_date":"2026-02-11T00:00:00"}
