{"id":"https://openalex.org/W4416367282","doi":"https://doi.org/10.1109/telsiks65061.2025.11240640","title":"Intrusion Detection for Smart City Security by Boosting Algorithms Optimized by Metaheuristics Algorithm","display_name":"Intrusion Detection for Smart City Security by Boosting Algorithms Optimized by Metaheuristics Algorithm","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W4416367282","doi":"https://doi.org/10.1109/telsiks65061.2025.11240640"},"language":"en","primary_location":{"id":"doi:10.1109/telsiks65061.2025.11240640","doi":"https://doi.org/10.1109/telsiks65061.2025.11240640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/telsiks65061.2025.11240640","pdf_url":null,"source":{"id":"https://openalex.org/S4363608509","display_name":"International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4416367282"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5064081550","display_name":"Neboj\u0161a Ba\u010danin","orcid":"https://orcid.org/0000-0002-2062-924X","observed_orcids":["https://orcid.org/0000-0002-2062-924X"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nebojsa Bacanin","raw_affiliation_strings":["Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056758186","display_name":"Tamara \u017divkovi\u0107","orcid":"https://orcid.org/0000-0003-2969-1709","observed_orcids":["https://orcid.org/0000-0003-2969-1709","https://orcid.org/0000-0002-8563-8518"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Tamara Zivkovic","raw_affiliation_strings":["Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469505","display_name":"Miodrag Z. Zivkovic","orcid":"https://orcid.org/0000-0002-4351-068X","observed_orcids":["https://orcid.org/0000-0002-4351-068X"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miodrag Zivkovic","raw_affiliation_strings":["Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011658703","display_name":"Vladimir \u0160imi\u0107","orcid":"https://orcid.org/0000-0001-5709-3744","observed_orcids":["https://orcid.org/0000-0001-5709-3744","https://orcid.org/0009-0000-4941-7059","https://orcid.org/0009-0003-5836-6881","https://orcid.org/0009-0003-8631-1976"]},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vladimir Simic","raw_affiliation_strings":["University of Belgrade,Faculty of Transport and Traffic Engineering,Belgrade,Serbia,11000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Belgrade,Faculty of Transport and Traffic Engineering,Belgrade,Serbia,11000","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118136905","display_name":"Milo\u0161 Grubje\u0161i\u0107","orcid":"https://orcid.org/0009-0007-3346-8442","observed_orcids":["https://orcid.org/0009-0007-3346-8442"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milos Grubjesic","raw_affiliation_strings":["Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Aleksandr Kravtsov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Aleksandr Kravtsov","raw_affiliation_strings":["Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133696620","display_name":"Luka Anicin","orcid":"https://orcid.org/0009-0001-1410-1350","observed_orcids":["https://orcid.org/0009-0001-1410-1350"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Luka Anicin","raw_affiliation_strings":["Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University,Faculty of Informatics and Computing,Belgrade,Serbia","institution_ids":["https://openalex.org/I170253739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7389,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93094658,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"28","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9990000128746033,"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":0.9990000128746033,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.00039999998989515007,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/intrusion-detection","display_name":"intrusion detection","score":0.9559999704360962},{"id":"https://openalex.org/keywords/smart-city-security","display_name":"smart city security","score":0.9810000061988831},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.8830000162124634},{"id":"https://openalex.org/keywords/metaheuristic-hyperparameter-optimization","display_name":"metaheuristic hyperparameter optimization","score":0.824999988079071},{"id":"https://openalex.org/keywords/network-intrusion-detection","display_name":"network intrusion detection","score":0.7580000162124634},{"id":"https://openalex.org/keywords/cyber-physical-systems","display_name":"cyber-physical systems","score":0.7860000133514404},{"id":"https://openalex.org/keywords/iot-security","display_name":"Internet of Things security","score":0.902999997138977},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.8709999918937683},{"id":"https://openalex.org/keywords/resource-constrained-systems","display_name":"resource-constrained systems","score":0.6079999804496765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6836000084877014},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6254000067710876},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6171000003814697},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6003000140190125},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5975000262260437},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.580299973487854},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.5364999771118164},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5067999958992004},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40779998898506165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3978999853134155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35670000314712524},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.3336000144481659},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3246999979019165},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.29109999537467957},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2775000035762787},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.25619998574256897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/telsiks65061.2025.11240640","doi":"https://doi.org/10.1109/telsiks65061.2025.11240640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/telsiks65061.2025.11240640","pdf_url":null,"source":{"id":"https://openalex.org/S4363608509","display_name":"International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.8970999717712402},{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7250000238418579}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2010334716","https://openalex.org/W2109553965","https://openalex.org/W2151554678","https://openalex.org/W2295598076","https://openalex.org/W2885012953","https://openalex.org/W3035366189","https://openalex.org/W3083112738","https://openalex.org/W3135011374","https://openalex.org/W3176687942","https://openalex.org/W3212797097","https://openalex.org/W4200103687","https://openalex.org/W4249545506","https://openalex.org/W4256596165","https://openalex.org/W4292881975","https://openalex.org/W4309939034","https://openalex.org/W4322493038","https://openalex.org/W4382281941","https://openalex.org/W4385075196","https://openalex.org/W4385337173","https://openalex.org/W4385338791","https://openalex.org/W4394711948","https://openalex.org/W4396807860","https://openalex.org/W4398183308","https://openalex.org/W4399435690","https://openalex.org/W4402189371","https://openalex.org/W4402375165","https://openalex.org/W4403139669","https://openalex.org/W4403371487","https://openalex.org/W4403469127","https://openalex.org/W4403842423","https://openalex.org/W4405094144","https://openalex.org/W4407614889","https://openalex.org/W4410415966","https://openalex.org/W4411121141","https://openalex.org/W4412675503","https://openalex.org/W4412687813","https://openalex.org/W4413204304","https://openalex.org/W4414009702","https://openalex.org/W4414546836","https://openalex.org/W4414721302"],"related_works":["https://openalex.org/W4415046807","https://openalex.org/W4394803782","https://openalex.org/W4402933484","https://openalex.org/W7172124027","https://openalex.org/W4400910559","https://openalex.org/W4392944565","https://openalex.org/W4396774290","https://openalex.org/W4220900338","https://openalex.org/W4382584179","https://openalex.org/W4415030170"],"abstract_inverted_index":{"The":[0,113],"flourishing":[1],"of":[2,49,60,69,106,130],"smart":[3,131],"cities":[4],"has":[5],"introduced":[6,114],"complex":[7,126],"and":[8,83,110,119,127],"mutually":[9],"connected":[10],"cyber-physical":[11],"systems":[12,28],"depending":[13],"on":[14,89],"IoT":[15],"devices,":[16],"making":[17],"them":[18],"extremely":[19],"vulnerable":[20],"to":[21,31,65,76],"sophisticated":[22],"cyber":[23],"attacks.":[24],"Efficient":[25],"intrusion":[26,91],"detection":[27,68,92],"are":[29],"essential":[30],"safeguard":[32],"these":[33,42],"environments,":[34],"since":[35],"traditional":[36],"security":[37],"solutions":[38],"fall":[39],"short":[40],"in":[41,104],"circumstances.":[43],"This":[44],"study":[45],"explores":[46],"the":[47,67,96,125],"integration":[48],"XGBoost,":[50],"a":[51,61,117],"powerful":[52],"ensemble":[53],"learning":[54],"algorithm,":[55],"with":[56],"an":[57],"adapted":[58],"implementation":[59],"well-known":[62],"metaheuristic":[63],"algorithm":[64,73],"improve":[66],"network":[70],"intrusions.":[71],"Metaheuristics":[72],"is":[74],"employed":[75],"fine-tune":[77],"XGBoost\u2019s":[78],"hyperparameters,":[79],"improving":[80],"classification":[81],"acuracy":[82],"reducing":[84],"computational":[85],"overhead.":[86],"Experimental":[87],"assessment":[88],"benchmark":[90],"dataset":[93],"demonstrates":[94],"that":[95],"metaheuristicoptimized":[97],"XGBoost":[98],"models":[99,103],"significantly":[100],"outperform":[101],"baseline":[102],"terms":[105],"accuracy,":[107],"precision,":[108],"recall,":[109],"$\\mathbf{F":[111],"1}$-score.":[112],"methodology":[115],"presents":[116],"robust":[118],"scalable":[120],"IDS":[121],"framework":[122],"appropriate":[123],"for":[124],"resource-constrained":[128],"infrastructure":[129],"cities.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":5}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2025-11-19T00:00:00"}
