{"id":"https://openalex.org/W4214570275","doi":"https://doi.org/10.3103/s014641162108040x","title":"Analysis of a Huge Amount of Network Traffic Based on Quantum Machine Learning","display_name":"Analysis of a Huge Amount of Network Traffic Based on Quantum Machine Learning","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4214570275","doi":"https://doi.org/10.3103/s014641162108040x"},"language":"en","primary_location":{"id":"doi:10.3103/s014641162108040x","is_oa":true,"landing_page_url":"https://doi.org/10.3103/s014641162108040x","pdf_url":"https://link.springer.com/content/pdf/10.3103/S014641162108040X.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.3103/S014641162108040X.pdf","any_repository_has_fulltext":true},"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"],"raw_orcid":null,"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/A5040103692","display_name":"Vasiliy Krundyshev","orcid":"https://orcid.org/0000-0002-2264-7513"},"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":"V. M. Krundyshev","raw_affiliation_strings":["Peter the Great St. Petersburg Polytechnic University, 195251, St. Petersburg, Russia"],"raw_orcid":null,"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":2,"corresponding_author_ids":["https://openalex.org/A5058802346"],"corresponding_institution_ids":["https://openalex.org/I212220629"],"apc_list":null,"apc_paid":null,"fwci":1.3993,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85453986,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"55","issue":"8","first_page":"1165","last_page":"1174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.989300012588501,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.989300012588501,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9851999878883362,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9807000160217285,"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/computer-science","display_name":"Computer science","score":0.9005217552185059},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.483107328414917},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4626873731613159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46198540925979614},{"id":"https://openalex.org/keywords/quantum-machine-learning","display_name":"Quantum machine learning","score":0.45218604803085327},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4194291830062866},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3233461081981659},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.2294500470161438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9005217552185059},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.483107328414917},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4626873731613159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46198540925979614},{"id":"https://openalex.org/C2779094486","wikidata":"https://www.wikidata.org/wiki/Q18811578","display_name":"Quantum machine learning","level":4,"score":0.45218604803085327},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4194291830062866},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3233461081981659},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.2294500470161438},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3103/s014641162108040x","is_oa":true,"landing_page_url":"https://doi.org/10.3103/s014641162108040x","pdf_url":"https://link.springer.com/content/pdf/10.3103/S014641162108040X.pdf","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"},{"id":"pmh:oai:pubmedcentral.nih.gov:8886188","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8886188","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Aut. Control Comp. Sci.","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3103/s014641162108040x","is_oa":true,"landing_page_url":"https://doi.org/10.3103/s014641162108040x","pdf_url":"https://link.springer.com/content/pdf/10.3103/S014641162108040X.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214570275.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1484818113","https://openalex.org/W1529944915","https://openalex.org/W1562267021","https://openalex.org/W1981783889","https://openalex.org/W2170504083","https://openalex.org/W2559394418","https://openalex.org/W2805403885","https://openalex.org/W2809943376","https://openalex.org/W2963748489","https://openalex.org/W2991589627","https://openalex.org/W3009829369","https://openalex.org/W3040901599","https://openalex.org/W3130316854","https://openalex.org/W4239510810","https://openalex.org/W6907339666"],"related_works":["https://openalex.org/W3092844945","https://openalex.org/W2355022049","https://openalex.org/W2060429446","https://openalex.org/W2741782512","https://openalex.org/W2804076222","https://openalex.org/W4387806146","https://openalex.org/W2981886227","https://openalex.org/W4320521261","https://openalex.org/W4284897515","https://openalex.org/W3111799909"],"abstract_inverted_index":{"A":[0,13],"method":[1,14],"for":[2,15,40],"analyzing":[3],"network":[4,16,42],"traffic":[5,17],"based":[6],"on":[7],"quantum":[8,20],"machine":[9,37],"learning":[10,38],"is":[11,23],"presented.":[12],"encoding":[18],"into":[19],"computer":[21],"terms":[22],"developed.":[24],"The":[25],"experimental":[26],"results":[27],"show":[28],"the":[29,32],"superiority":[30],"of":[31],"proposed":[33],"approach":[34],"over":[35],"traditional":[36],"methods":[39],"detecting":[41],"attacks.":[43]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-02T08:42:23.175194","created_date":"2025-10-10T00:00:00"}