{"id":"https://openalex.org/W3038102095","doi":"https://doi.org/10.1109/dessert50317.2020.9125016","title":"A Cyberattacks Detection Technique Based on Evolutionary Algorithms","display_name":"A Cyberattacks Detection Technique Based on Evolutionary Algorithms","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3038102095","doi":"https://doi.org/10.1109/dessert50317.2020.9125016","mag":"3038102095"},"language":"en","primary_location":{"id":"doi:10.1109/dessert50317.2020.9125016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dessert50317.2020.9125016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 11th International Conference on Dependable Systems, Services and Technologies (DESSERT)","raw_type":"proceedings-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/A5032094840","display_name":"Sergii Lysenko","orcid":"https://orcid.org/0000-0001-7243-8747"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Sergii Lysenko","raw_affiliation_strings":["Department of Computer Engineering and System Programming, Khmelnitsky National University, Khmelnitsky, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and System Programming, Khmelnitsky National University, Khmelnitsky, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079282476","display_name":"Kira Bobrovnikova","orcid":"https://orcid.org/0000-0002-1046-893X"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Kira Bobrovnikova","raw_affiliation_strings":["Department of Computer Engineering and System Programming, Khmelnitsky National University, Khmelnitsky, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and System Programming, Khmelnitsky National University, Khmelnitsky, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033094064","display_name":"Roman Shchuka","orcid":null},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Roman Shchuka","raw_affiliation_strings":["Department of Computer Engineering and System Programming, Khmelnitsky National University, Khmelnitsky, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and System Programming, Khmelnitsky National University, Khmelnitsky, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050278704","display_name":"\u041e\u043b\u0435\u0433 \u0421\u0430\u0432\u0435\u043d\u043a\u043e","orcid":"https://orcid.org/0000-0002-4104-745X"},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleg Savenko","raw_affiliation_strings":["Department of Computer Engineering and System Programming, Khmelnitsky National University, Khmelnitsky, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and System Programming, Khmelnitsky National University, Khmelnitsky, Ukraine","institution_ids":["https://openalex.org/I164756455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032094840"],"corresponding_institution_ids":["https://openalex.org/I164756455"],"apc_list":null,"apc_paid":null,"fwci":3.1554,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.9318268,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"127","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13935","display_name":"Mathematical Control Systems and Analysis","score":0.9998000264167786,"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/T13935","display_name":"Mathematical Control Systems and Analysis","score":0.9998000264167786,"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/T13983","display_name":"Cybersecurity and Information Systems","score":0.9993000030517578,"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/T12734","display_name":"Information Systems and Technology Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7756768465042114},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6150580644607544},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6072870492935181},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5956781506538391},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5410287976264954},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49752071499824524},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.495870441198349},{"id":"https://openalex.org/keywords/misuse-detection","display_name":"Misuse detection","score":0.4843341112136841},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45346346497535706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4268091320991516},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42130929231643677},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3756451904773712},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34074866771698},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.22128182649612427},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09645894169807434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7756768465042114},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6150580644607544},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6072870492935181},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5956781506538391},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5410287976264954},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49752071499824524},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.495870441198349},{"id":"https://openalex.org/C2776973144","wikidata":"https://www.wikidata.org/wiki/Q6880649","display_name":"Misuse detection","level":4,"score":0.4843341112136841},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45346346497535706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4268091320991516},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42130929231643677},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3756451904773712},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34074866771698},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.22128182649612427},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09645894169807434},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dessert50317.2020.9125016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dessert50317.2020.9125016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 11th International Conference on Dependable Systems, Services and Technologies (DESSERT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.550000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W191680577","https://openalex.org/W286263188","https://openalex.org/W2073749064","https://openalex.org/W2163834436","https://openalex.org/W2184039922","https://openalex.org/W2252366552","https://openalex.org/W2296138883","https://openalex.org/W2396432928","https://openalex.org/W2400764140","https://openalex.org/W2471651569","https://openalex.org/W2503874974","https://openalex.org/W2573199747","https://openalex.org/W2575174256","https://openalex.org/W2735897973","https://openalex.org/W2746560171","https://openalex.org/W2770335655","https://openalex.org/W2774112487","https://openalex.org/W2783146946","https://openalex.org/W2789525712","https://openalex.org/W2797539974","https://openalex.org/W2798766537","https://openalex.org/W2801483300","https://openalex.org/W2805557887","https://openalex.org/W2816944552","https://openalex.org/W2860801896","https://openalex.org/W2875475762","https://openalex.org/W2884204879","https://openalex.org/W2910074034","https://openalex.org/W2913389335","https://openalex.org/W2950659434","https://openalex.org/W2960017998","https://openalex.org/W2963320092","https://openalex.org/W2999113954","https://openalex.org/W3013281943","https://openalex.org/W4254849641","https://openalex.org/W6697625592","https://openalex.org/W6712004464","https://openalex.org/W6712424455","https://openalex.org/W6732089761","https://openalex.org/W6751206314"],"related_works":["https://openalex.org/W2369534771","https://openalex.org/W2106474518","https://openalex.org/W2107592864","https://openalex.org/W3036013726","https://openalex.org/W2337148208","https://openalex.org/W2369874171","https://openalex.org/W2035653613","https://openalex.org/W1563027355","https://openalex.org/W2383733495","https://openalex.org/W1937493481"],"abstract_inverted_index":{"An":[0],"article":[1],"presents":[2],"an":[3,45],"approach":[4,61],"for":[5,101,116,153,158],"cyberattack":[6],"detection":[7,60,66,72,95],"based":[8,31,75],"on":[9,32,76],"genetic":[10,178],"algorithms":[11,98],"is":[12,30,74,143,161,183],"presented.":[13],"The":[14,23,68,132,180],"method":[15,24],"allows":[16,109],"detecting":[17],"both":[18],"known":[19],"and":[20,29,55,65,91],"unknown":[21],"cyberattacks.":[22,38],"has":[25],"the":[26,33,37,48,52,77,86,93,102,105,113,123,125,129,138,147,150,155,165,177,186],"heuristic":[27],"nature":[28],"collected":[34],"data":[35],"about":[36,47],"It":[39,142,160],"makes":[40],"it":[41],"possible":[42,162],"to":[43,121,145,163,188],"give":[44],"answer":[46],"cyberattacks\u2019":[49,78],"existence":[50],"in":[51],"computer":[53],"networks":[54],"its":[56],"hosts.":[57],"Developed":[58],"attack":[59,71],"consists":[62],"of":[63,70,88,104,112,140],"training":[64],"stages.":[67],"mechanism":[69],"system":[73,114],"features":[79,134,171],"gathering":[80],"from":[81],"network":[82],"or":[83],"hosts,":[84],"extracting":[85],"subset":[87],"acquired":[89],"set":[90,139,157,182],"generation":[92],"attacks\u2019":[94,133],"rules.":[96,159],"Genetic":[97],"are":[99,135],"used":[100,184],"minimization":[103],"feature":[106,148,167],"set,":[107],"which":[108,172],"effective":[110],"using":[111],"resources":[115],"attacks":[117],"detection.":[118],"In":[119],"order":[120],"detect":[122],"attacks,":[124],"proposed":[126],"technique":[127],"involves":[128],"rule":[130],"generation.":[131],"described":[136],"by":[137],"sub-rules.":[141],"suggested":[144],"use":[146],"with":[149,185],"smallest":[151],"domain":[152],"generating":[154],"minimal":[156],"select":[164],"optimal":[166],"after":[168],"all":[169],"selected":[170],"were":[173],"discovered":[174],"while":[175],"applying":[176],"algorithm.":[179],"sub-rule":[181],"aim":[187],"reduce":[189],"false":[190],"positive":[191],"rate.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
