{"id":"https://openalex.org/W2921547508","doi":"https://doi.org/10.3103/s0146411618080151","title":"Detection of Threats in Cyberphysical Systems Based on Deep Learning Methods Using Multidimensional Time Series","display_name":"Detection of Threats in Cyberphysical Systems Based on Deep Learning Methods Using Multidimensional Time Series","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2921547508","doi":"https://doi.org/10.3103/s0146411618080151","mag":"2921547508"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411618080151","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411618080151","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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/A5058802346","display_name":"Maxim Kalinin","orcid":"https://orcid.org/0000-0002-9732-0099"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"M. O. Kalinin","raw_affiliation_strings":["Peter the Great St.Petersburg Polytechnic University, 195251, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University, 195251, St. Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008220609","display_name":"D. S. Lavrova","orcid":"https://orcid.org/0000-0003-2849-4682"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"D. S. Lavrova","raw_affiliation_strings":["Peter the Great St.Petersburg Polytechnic University, 195251, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University, 195251, St. Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016189356","display_name":"A. V. Yarmak","orcid":"https://orcid.org/0000-0002-7121-6031"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. V. Yarmak","raw_affiliation_strings":["Peter the Great St.Petersburg Polytechnic University, 195251, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University, 195251, St. Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058802346"],"corresponding_institution_ids":["https://openalex.org/I212220629"],"apc_list":null,"apc_paid":null,"fwci":7.1979,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.96803867,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"52","issue":"8","first_page":"912","last_page":"917"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14420","display_name":"Advanced Research in Systems and Signal Processing","score":0.940500020980835,"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/T14222","display_name":"Knowledge Management and Technology","score":0.9381999969482422,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8889222741127014},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5417746305465698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5305445790290833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42874112725257874},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4139050841331482},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36681920289993286},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3464754521846771},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3225680887699127}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8889222741127014},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5417746305465698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5305445790290833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42874112725257874},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4139050841331482},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36681920289993286},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3464754521846771},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3225680887699127},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411618080151","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411618080151","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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":6,"referenced_works":["https://openalex.org/W1503553952","https://openalex.org/W1598358187","https://openalex.org/W2411741275","https://openalex.org/W2580264847","https://openalex.org/W2583164363","https://openalex.org/W2587393952"],"related_works":["https://openalex.org/W4309045103","https://openalex.org/W2150798635","https://openalex.org/W2080650820","https://openalex.org/W1964982224","https://openalex.org/W2150451301","https://openalex.org/W2354329565","https://openalex.org/W126601891","https://openalex.org/W4213225422","https://openalex.org/W2357235357","https://openalex.org/W2588204858"],"abstract_inverted_index":{"A":[0],"method":[1,20],"for":[2],"detecting":[3],"anomalies":[4],"in":[5],"the":[6,24,32,35,39,47,51,56,70,73],"work":[7],"of":[8,26,38,62,72],"cyberphysical":[9],"systems":[10],"by":[11],"analyzing":[12],"a":[13],"multidimensional":[14],"time":[15,36],"series":[16,37],"is":[17,21],"proposed.":[18],"The":[19,60],"based":[22],"on":[23],"use":[25],"neural":[27],"network":[28],"technologies":[29],"to":[30,43,69],"predict":[31],"values":[33],"\u200b\u200bof":[34],"system":[40],"data":[41,53],"and":[42,50,58],"identify":[44],"deviations":[45],"between":[46],"predicted":[48],"value":[49],"current":[52],"obtained":[54],"from":[55],"sensors":[57],"actuators.":[59],"results":[61],"experimental":[63],"studies":[64],"are":[65],"presented,":[66],"which":[67],"testify":[68],"effectiveness":[71],"proposed":[74],"solution.":[75]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}