{"id":"https://openalex.org/W3010981001","doi":"https://doi.org/10.3390/s20061637","title":"A Software Deep Packet Inspection System for Network Traffic Analysis and Anomaly Detection","display_name":"A Software Deep Packet Inspection System for Network Traffic Analysis and Anomaly Detection","publication_year":2020,"publication_date":"2020-03-14","ids":{"openalex":"https://openalex.org/W3010981001","doi":"https://doi.org/10.3390/s20061637","mag":"3010981001","pmid":"https://pubmed.ncbi.nlm.nih.gov/32183399"},"language":"en","primary_location":{"id":"doi:10.3390/s20061637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20061637","pdf_url":"https://www.mdpi.com/1424-8220/20/6/1637/pdf?version=1584416341","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/6/1637/pdf?version=1584416341","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103080873","display_name":"Wenguang Song","orcid":"https://orcid.org/0000-0003-1002-6709"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenguang Song","raw_affiliation_strings":["School of Computer Science, Yangtze University, Jingzhou 434023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Yangtze University, Jingzhou 434023, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082787992","display_name":"Mykola Beshley","orcid":"https://orcid.org/0000-0002-7122-2319"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mykola Beshley","raw_affiliation_strings":["Department of telecommunications, Lviv Polytechnic National University, Bandery 12, 79013 Lviv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-7122-2319","affiliations":[{"raw_affiliation_string":"Department of telecommunications, Lviv Polytechnic National University, Bandery 12, 79013 Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041388749","display_name":"\u041arzysztof Przystupa","orcid":"https://orcid.org/0000-0003-4361-2763"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Przystupa","raw_affiliation_strings":["Department of Automation, Lublin University of Technology, Nadbystrzycka 36, 20-618 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0003-4361-2763","affiliations":[{"raw_affiliation_string":"Department of Automation, Lublin University of Technology, Nadbystrzycka 36, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043833802","display_name":"Halyna Beshley","orcid":"https://orcid.org/0000-0001-5392-3499"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Halyna Beshley","raw_affiliation_strings":["Department of telecommunications, Lviv Polytechnic National University, Bandery 12, 79013 Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of telecommunications, Lviv Polytechnic National University, Bandery 12, 79013 Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021989472","display_name":"\u041e\u0440\u0435\u0441\u0442 \u041a\u043e\u0447\u0430\u043d","orcid":"https://orcid.org/0000-0002-3164-3821"},"institutions":[{"id":"https://openalex.org/I8264552","display_name":"Lublin University of Technology","ror":"https://ror.org/024zjzd49","country_code":"PL","type":"education","lineage":["https://openalex.org/I8264552"]},{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["PL","UA"],"is_corresponding":false,"raw_author_name":"Orest Kochan","raw_affiliation_strings":["Department of Automation, Lublin University of Technology, Nadbystrzycka 36, 20-618 Lublin, Poland","Department of telecommunications, Lviv Polytechnic National University, Bandery 12, 79013 Lviv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-3164-3821","affiliations":[{"raw_affiliation_string":"Department of Automation, Lublin University of Technology, Nadbystrzycka 36, 20-618 Lublin, Poland","institution_ids":["https://openalex.org/I8264552"]},{"raw_affiliation_string":"Department of telecommunications, Lviv Polytechnic National University, Bandery 12, 79013 Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016659851","display_name":"Andrii Pryslupskyi","orcid":"https://orcid.org/0000-0002-9092-6573"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Andrii Pryslupskyi","raw_affiliation_strings":["Department of telecommunications, Lviv Polytechnic National University, Bandery 12, 79013 Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of telecommunications, Lviv Polytechnic National University, Bandery 12, 79013 Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036489416","display_name":"Daniel Pieniak","orcid":"https://orcid.org/0000-0001-7807-3515"},"institutions":[{"id":"https://openalex.org/I2799788900","display_name":"University of Economics and Innovation","ror":"https://ror.org/012a85e51","country_code":"PL","type":"education","lineage":["https://openalex.org/I2799788900"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Daniel Pieniak","raw_affiliation_strings":["Department of Mechanics and Machine Building, University of Economics and Innovations in Lublin, Projektowa 4, 20-209 Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7807-3515","affiliations":[{"raw_affiliation_string":"Department of Mechanics and Machine Building, University of Economics and Innovations in Lublin, Projektowa 4, 20-209 Lublin, Poland","institution_ids":["https://openalex.org/I2799788900"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043353309","display_name":"Jun Su","orcid":"https://orcid.org/0000-0002-8518-6443"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Su","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan 430068, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan 430068, China","institution_ids":["https://openalex.org/I74525822"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041388749"],"corresponding_institution_ids":["https://openalex.org/I8264552"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":5.365,"has_fulltext":true,"cited_by_count":71,"citation_normalized_percentile":{"value":0.95670914,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"20","issue":"6","first_page":"1637","last_page":"1637"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9976000189781189,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9939000010490417,"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":0.741666316986084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6814696788787842},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.6814160943031311},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.623155415058136},{"id":"https://openalex.org/keywords/hurst-exponent","display_name":"Hurst exponent","score":0.6138758063316345},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5759183168411255},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5663682222366333},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5457547903060913},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5297361612319946},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5234500765800476},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.43016231060028076},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1878979504108429},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08715498447418213},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08141282200813293}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.741666316986084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6814696788787842},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.6814160943031311},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.623155415058136},{"id":"https://openalex.org/C96835011","wikidata":"https://www.wikidata.org/wiki/Q1638718","display_name":"Hurst exponent","level":2,"score":0.6138758063316345},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5759183168411255},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5663682222366333},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5457547903060913},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5297361612319946},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5234500765800476},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.43016231060028076},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1878979504108429},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08715498447418213},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08141282200813293},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s20061637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20061637","pdf_url":"https://www.mdpi.com/1424-8220/20/6/1637/pdf?version=1584416341","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:32183399","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32183399","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:50e4fbbd2cc74a6d8c51aa0964b6b1c4","is_oa":true,"landing_page_url":"https://doaj.org/article/50e4fbbd2cc74a6d8c51aa0964b6b1c4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 6, p 1637 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/6/1637/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20061637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7146318","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7146318","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20061637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20061637","pdf_url":"https://www.mdpi.com/1424-8220/20/6/1637/pdf?version=1584416341","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G8216359141","display_name":null,"funder_award_id":"2017D","funder_id":"https://openalex.org/F4320334987","funder_display_name":"PetroChina Innovation Foundation"}],"funders":[{"id":"https://openalex.org/F4320322469","display_name":"PetroChina Company Limited","ror":"https://ror.org/05269d038"},{"id":"https://openalex.org/F4320334987","display_name":"PetroChina Innovation Foundation","ror":"https://ror.org/05269d038"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010981001.pdf","grobid_xml":"https://content.openalex.org/works/W3010981001.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W844886941","https://openalex.org/W1686278654","https://openalex.org/W1841611015","https://openalex.org/W1939451393","https://openalex.org/W1978857479","https://openalex.org/W2019821286","https://openalex.org/W2027076110","https://openalex.org/W2042158090","https://openalex.org/W2042324064","https://openalex.org/W2044019460","https://openalex.org/W2076463225","https://openalex.org/W2092190400","https://openalex.org/W2109438750","https://openalex.org/W2146231667","https://openalex.org/W2153388671","https://openalex.org/W2166109146","https://openalex.org/W2180786715","https://openalex.org/W2279129809","https://openalex.org/W2282545463","https://openalex.org/W2337344967","https://openalex.org/W2344636835","https://openalex.org/W2443352794","https://openalex.org/W2509010417","https://openalex.org/W2534066147","https://openalex.org/W2540989615","https://openalex.org/W2552143290","https://openalex.org/W2560298834","https://openalex.org/W2566360025","https://openalex.org/W2611967513","https://openalex.org/W2614292663","https://openalex.org/W2619636815","https://openalex.org/W2737540862","https://openalex.org/W2751438090","https://openalex.org/W2753352458","https://openalex.org/W2768765782","https://openalex.org/W2770891885","https://openalex.org/W2782134647","https://openalex.org/W2783474729","https://openalex.org/W2785474195","https://openalex.org/W2793130454","https://openalex.org/W2797153665","https://openalex.org/W2797305633","https://openalex.org/W2803434058","https://openalex.org/W2810659879","https://openalex.org/W2856256688","https://openalex.org/W2883077218","https://openalex.org/W2885316547","https://openalex.org/W2900858862","https://openalex.org/W2904239835","https://openalex.org/W2907400411","https://openalex.org/W2907777850","https://openalex.org/W2908183713","https://openalex.org/W2911285165","https://openalex.org/W2911629323","https://openalex.org/W2912386632","https://openalex.org/W2916070534","https://openalex.org/W2917586021","https://openalex.org/W2919320025","https://openalex.org/W2919650678","https://openalex.org/W2935818565","https://openalex.org/W2942910248","https://openalex.org/W2945594226","https://openalex.org/W2946751304","https://openalex.org/W2958285686","https://openalex.org/W2970407690","https://openalex.org/W2970931422","https://openalex.org/W2974955574","https://openalex.org/W2979327418","https://openalex.org/W2986488426","https://openalex.org/W2990920633","https://openalex.org/W2991900161","https://openalex.org/W2998507989","https://openalex.org/W3003377235","https://openalex.org/W3004402092"],"related_works":["https://openalex.org/W3119734647","https://openalex.org/W2171331105","https://openalex.org/W2949949254","https://openalex.org/W2127561666","https://openalex.org/W3187595070","https://openalex.org/W3163756987","https://openalex.org/W2362416893","https://openalex.org/W2013380757","https://openalex.org/W1994698836","https://openalex.org/W2359486288"],"abstract_inverted_index":{"In":[0,147],"this":[1],"paper,":[2],"to":[3,46,71,156],"solve":[4],"the":[5,21,27,30,34,39,56,73,83,92,105,112,158,165,172,180,188,194,201,215,220,244,248,254,262],"problem":[6],"of":[7,13,17,26,32,38,52,82,91,107,114,119,161,169,175,177,203,214,222,243,256,264],"detecting":[8],"network":[9,40,53,204],"anomalies,":[10],"a":[11,15,89,116],"method":[12,70,85,174],"forming":[14],"set":[16,90],"informative":[18],"features":[19],"formalizing":[20],"normal":[22],"and":[23,48,60,133,139,171,208,227,232,239,259],"anomalous":[24],"behavior":[25],"system":[28,128,192,218,246],"on":[29,98,164],"basis":[31],"evaluating":[33],"Hurst":[35,61,74,182],"(H)":[36],"parameter":[37,62,75,181],"traffic":[41,120,135,205],"has":[42,76],"been":[43,64,77,145,184],"proposed.":[44],"Criteria":[45],"detect":[47],"prevent":[49],"various":[50],"types":[51],"anomalies":[54,178],"using":[55,179,223],"Three":[57],"Sigma":[58],"Rule":[59],"have":[63,144,183],"defined.":[65],"A":[66],"rescaled":[67],"range":[68,118],"(RS)":[69],"evaluate":[72],"chosen.":[78],"The":[79,210,241],"practical":[80],"value":[81],"proposed":[84,173,189,216],"is":[86],"conditioned":[87],"by":[88,230],"following":[93],"factors:":[94],"low":[95],"time":[96,101],"spent":[97],"calculations,":[99],"short":[100],"required":[102],"for":[103,131,153,200],"monitoring,":[104],"possibility":[106,113,202],"self-training,":[108],"as":[109,111],"well":[110],"observing":[115],"wide":[117],"types.":[121],"For":[122],"new":[123,236],"DPI":[124,191,217],"(Deep":[125],"Packet":[126,198],"Inspection)":[127],"implementation,":[129],"algorithms":[130,149],"analyzing":[132],"captured":[134],"with":[136,193],"protocol":[137],"detection":[138,176,207,226],"determining":[140],"statistical":[141],"load":[142],"parameters":[143],"developed.":[146,185],"addition,":[148],"that":[150],"are":[151],"responsible":[152],"flow":[154],"regulation":[155],"ensure":[157],"QoS":[159],"(Quality":[160],"Services)":[162],"based":[163],"conducted":[166],"static":[167],"analysis":[168],"flows":[170],"We":[186],"compared":[187],"software":[190,212],"existing":[195],"SolarWinds":[196],"Deep":[197],"Inspection":[199],"anomaly":[206],"prevention.":[209],"created":[211],"components":[213],"increase":[219,253],"efficiency":[221],"standard":[224],"intrusion":[225],"prevention":[228],"systems":[229],"identifying":[231],"taking":[233],"into":[234],"account":[235],"non-standard":[237],"factors":[238],"dependencies.":[240],"use":[242],"developed":[245],"in":[247],"IoT":[249],"communication":[250],"infrastructure":[251],"will":[252],"level":[255],"information":[257],"security":[258],"significantly":[260],"reduce":[261],"risks":[263],"its":[265],"loss.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":5}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}