{"id":"https://openalex.org/W4384341121","doi":"https://doi.org/10.3390/s23146379","title":"IoTTPS: Ensemble RKSVM Model-Based Internet of Things Threat Protection System","display_name":"IoTTPS: Ensemble RKSVM Model-Based Internet of Things Threat Protection System","publication_year":2023,"publication_date":"2023-07-13","ids":{"openalex":"https://openalex.org/W4384341121","doi":"https://doi.org/10.3390/s23146379","pmid":"https://pubmed.ncbi.nlm.nih.gov/37514673"},"language":"en","primary_location":{"id":"doi:10.3390/s23146379","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146379","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6379/pdf?version=1689307843","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/1424-8220/23/14/6379/pdf?version=1689307843","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053599078","display_name":"Urooj Akram","orcid":"https://orcid.org/0000-0001-7951-7149"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Urooj Akram","raw_affiliation_strings":["Department of Artificial Intelligence, The Islamia University of Bahawalpur, Bahawalpur 63100, Punjab, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, The Islamia University of Bahawalpur, Bahawalpur 63100, Punjab, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020254820","display_name":"Wareesa Sharif","orcid":null},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Wareesa Sharif","raw_affiliation_strings":["Department of Artificial Intelligence, The Islamia University of Bahawalpur, Bahawalpur 63100, Punjab, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, The Islamia University of Bahawalpur, Bahawalpur 63100, Punjab, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005623740","display_name":"Mobeen Shahroz","orcid":"https://orcid.org/0000-0003-1170-6335"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mobeen Shahroz","raw_affiliation_strings":["Department of Artificial Intelligence, The Islamia University of Bahawalpur, Bahawalpur 63100, Punjab, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-1170-6335","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, The Islamia University of Bahawalpur, Bahawalpur 63100, Punjab, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069021835","display_name":"Muhammad Faheem Mushtaq","orcid":"https://orcid.org/0000-0003-1922-6205"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Faheem Mushtaq","raw_affiliation_strings":["Department of Artificial Intelligence, The Islamia University of Bahawalpur, Bahawalpur 63100, Punjab, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, The Islamia University of Bahawalpur, Bahawalpur 63100, Punjab, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052549429","display_name":"Daniel Gavilanes Aray","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128504","display_name":"Universidad Europea del Atl\u00e1ntico","ror":"https://ror.org/048tesw25","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210128504"]},{"id":"https://openalex.org/I4387154151","display_name":"Universidade Internacional do Cuanza","ror":"https://ror.org/04t45q150","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154151"]},{"id":"https://openalex.org/I4387155940","display_name":"Fundaci\u00f3n Universitaria Internacional de Colombia","ror":"https://ror.org/027hbqy23","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155940"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Gavilanes Aray","raw_affiliation_strings":["Department of Projects, Universidade Internacional do Cuanza, Cuito EN250, Bi\u00e9, Angola","Higher Polytechnic School, Universidad Europea del Atl\u00e1ntico, Isabel Torres 21, 39011 Santander, Spain","Research Group on Foods, Nutritional Biochemistry and Health, Fundaci\u00f3n Universitaria Internacional de Colombia, Bogot\u00e1 11131, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Projects, Universidade Internacional do Cuanza, Cuito EN250, Bi\u00e9, Angola","institution_ids":["https://openalex.org/I4387154151"]},{"raw_affiliation_string":"Higher Polytechnic School, Universidad Europea del Atl\u00e1ntico, Isabel Torres 21, 39011 Santander, Spain","institution_ids":["https://openalex.org/I4210128504"]},{"raw_affiliation_string":"Research Group on Foods, Nutritional Biochemistry and Health, Fundaci\u00f3n Universitaria Internacional de Colombia, Bogot\u00e1 11131, Colombia","institution_ids":["https://openalex.org/I4387155940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071946897","display_name":"Ernesto Bautista Thompson","orcid":null},"institutions":[{"id":"https://openalex.org/I205571821","display_name":"Ibero American University","ror":"https://ror.org/05vss7635","country_code":"MX","type":"education","lineage":["https://openalex.org/I205571821"]},{"id":"https://openalex.org/I4210097234","display_name":"Universidad Internacional","ror":"https://ror.org/00cxp1a86","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210097234"]},{"id":"https://openalex.org/I4210128504","display_name":"Universidad Europea del Atl\u00e1ntico","ror":"https://ror.org/048tesw25","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210128504"]},{"id":"https://openalex.org/I87806610","display_name":"Ibero-American University Puebla","ror":"https://ror.org/00pcv0g02","country_code":"MX","type":"education","lineage":["https://openalex.org/I87806610"]},{"id":"https://openalex.org/I89458556","display_name":"University of Puerto Rico at Arecibo","ror":"https://ror.org/038z2eg27","country_code":"PR","type":"education","lineage":["https://openalex.org/I200399037","https://openalex.org/I89458556"]}],"countries":["ES","MX","PR"],"is_corresponding":false,"raw_author_name":"Ernesto Bautista Thompson","raw_affiliation_strings":["Higher Polytechnic School, Universidad Europea del Atl\u00e1ntico, Isabel Torres 21, 39011 Santander, Spain","Universidad Internacional Iberoamericana Arecibo, Puerto Rico, PR 00613, USA","Universidad Internacional Iberoamericana, Campeche 24560, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Polytechnic School, Universidad Europea del Atl\u00e1ntico, Isabel Torres 21, 39011 Santander, Spain","institution_ids":["https://openalex.org/I4210128504"]},{"raw_affiliation_string":"Universidad Internacional Iberoamericana Arecibo, Puerto Rico, PR 00613, USA","institution_ids":["https://openalex.org/I89458556"]},{"raw_affiliation_string":"Universidad Internacional Iberoamericana, Campeche 24560, Mexico","institution_ids":["https://openalex.org/I4210097234","https://openalex.org/I87806610","https://openalex.org/I205571821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046258353","display_name":"Isabel de la Torre D\u00edez","orcid":"https://orcid.org/0000-0003-3134-7720"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Isabel de la Torre Diez","raw_affiliation_strings":["Department of Signal Theory, Communications and Telematics Engineering, Unviersity of Valladolid, Paseo de Bel\u00e9n, 15, 47011 Valladolid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3134-7720","affiliations":[{"raw_affiliation_string":"Department of Signal Theory, Communications and Telematics Engineering, Unviersity of Valladolid, Paseo de Bel\u00e9n, 15, 47011 Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017332595","display_name":"Sirojiddin Djuraev","orcid":null},"institutions":[{"id":"https://openalex.org/I4387155254","display_name":"New Uzbekistan University","ror":"https://ror.org/035v3tr79","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4387155254"]},{"id":"https://openalex.org/I47151758","display_name":"National University of Uzbekistan","ror":"https://ror.org/011647w73","country_code":"UZ","type":"education","lineage":["https://openalex.org/I47151758"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Sirojiddin Djuraev","raw_affiliation_strings":["Department of Software Engineering, New Uzbekistan University, Tashkent 100007, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, New Uzbekistan University, Tashkent 100007, Uzbekistan","institution_ids":["https://openalex.org/I47151758","https://openalex.org/I4387155254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074629800","display_name":"Imran Ashraf","orcid":"https://orcid.org/0000-0002-8271-6496"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Imran Ashraf","raw_affiliation_strings":["Department of Information and Communication Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8271-6496","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5069021835","https://openalex.org/A5074629800"],"corresponding_institution_ids":["https://openalex.org/I174731842","https://openalex.org/I55240360"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.3658,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81919043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"23","issue":"14","first_page":"6379","last_page":"6379"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9933000206947327,"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":0.8271502256393433},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.7345459461212158},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7145321369171143},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7106626033782959},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.577695906162262},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.525851309299469},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.5059449076652527},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5024337768554688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49963855743408203},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4894005358219147},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4856451749801636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8271502256393433},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.7345459461212158},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7145321369171143},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7106626033782959},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.577695906162262},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.525851309299469},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.5059449076652527},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5024337768554688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49963855743408203},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4894005358219147},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4856451749801636}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23146379","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146379","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6379/pdf?version=1689307843","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:37514673","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37514673","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:pubmedcentral.nih.gov:10383977","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10383977","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10383977/pdf/sensors-23-06379.pdf","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"},{"id":"pmh:oai:doaj.org/article:2a6fa14a834f40758fdae4954f181602","is_oa":true,"landing_page_url":"https://doaj.org/article/2a6fa14a834f40758fdae4954f181602","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 23, Iss 14, p 6379 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/14/6379/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23146379","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; Volume 23; Issue 14; Pages: 6379","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23146379","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146379","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6379/pdf?version=1689307843","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":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384341121.pdf"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W1507029541","https://openalex.org/W2031062495","https://openalex.org/W2060654449","https://openalex.org/W2112716550","https://openalex.org/W2121082043","https://openalex.org/W2287408518","https://openalex.org/W2400995703","https://openalex.org/W2417999172","https://openalex.org/W2740528846","https://openalex.org/W2765558264","https://openalex.org/W2768152971","https://openalex.org/W2785660980","https://openalex.org/W2795079039","https://openalex.org/W2797742547","https://openalex.org/W2800201765","https://openalex.org/W2886398423","https://openalex.org/W2897993795","https://openalex.org/W2908786285","https://openalex.org/W2911964244","https://openalex.org/W2914185772","https://openalex.org/W2921822590","https://openalex.org/W2926701059","https://openalex.org/W2940588539","https://openalex.org/W2941828467","https://openalex.org/W2946127746","https://openalex.org/W2950250245","https://openalex.org/W2950540448","https://openalex.org/W2954020577","https://openalex.org/W2966623585","https://openalex.org/W2972189363","https://openalex.org/W2974559344","https://openalex.org/W2981149469","https://openalex.org/W3004171232","https://openalex.org/W3025485993","https://openalex.org/W3037958117","https://openalex.org/W3042814042","https://openalex.org/W3044583431","https://openalex.org/W3045081801","https://openalex.org/W3070976782","https://openalex.org/W3083957127","https://openalex.org/W3086638135","https://openalex.org/W3092565864","https://openalex.org/W3100100256","https://openalex.org/W3105750153","https://openalex.org/W3109457141","https://openalex.org/W3115025749","https://openalex.org/W3116274835","https://openalex.org/W3116755175","https://openalex.org/W3120779539","https://openalex.org/W3142742079","https://openalex.org/W3157368849","https://openalex.org/W3160751182","https://openalex.org/W3162106846","https://openalex.org/W3168047084","https://openalex.org/W3171117050","https://openalex.org/W3171733056","https://openalex.org/W3172336096","https://openalex.org/W3194043646","https://openalex.org/W3195136156","https://openalex.org/W4206797722","https://openalex.org/W4212879593","https://openalex.org/W4226226163","https://openalex.org/W4292567366","https://openalex.org/W4296123401","https://openalex.org/W4306894813","https://openalex.org/W4315786452","https://openalex.org/W4382046320","https://openalex.org/W6696151112","https://openalex.org/W6704198774","https://openalex.org/W6745706219","https://openalex.org/W6757798475","https://openalex.org/W6760741543","https://openalex.org/W6762247645","https://openalex.org/W6768167965","https://openalex.org/W6794842779","https://openalex.org/W6806882732","https://openalex.org/W6811575971","https://openalex.org/W6846438848"],"related_works":["https://openalex.org/W2953665647","https://openalex.org/W4205712847","https://openalex.org/W4281646320","https://openalex.org/W3169687406","https://openalex.org/W2954882791","https://openalex.org/W4388119537","https://openalex.org/W4287818966","https://openalex.org/W1974336862","https://openalex.org/W3014750173","https://openalex.org/W3192751261"],"abstract_inverted_index":{"An":[0],"Internet":[1],"of":[2,11,176,209],"Things":[3],"(IoT)":[4],"network":[5,34,63,91],"is":[6,113,142],"prone":[7],"to":[8,25,51,59,170],"many":[9],"ways":[10],"threatening":[12],"individuals.":[13],"IoT":[14,33,54,62,90,214],"sensors":[15],"are":[16,101,168,182],"lightweight,":[17],"lack":[18],"complicated":[19],"security":[20],"protocols,":[21],"and":[22,27,35,39,44,80,99,134,165,180,188,200],"face":[23],"threats":[24,65],"privacy":[26],"confidentiality.":[28],"Hackers":[29],"can":[30],"attack":[31],"the":[32,61,135,158,172,192,206,210],"access":[36],"personal":[37],"information":[38],"confidential":[40],"data":[41],"for":[42,103,184,213],"blackmailing,":[43],"negatively":[45],"manipulate":[46],"data.":[47],"This":[48],"study":[49],"aims":[50],"propose":[52],"an":[53,67],"threat":[55,104,215],"protection":[56],"system":[57],"(IoTTPS)":[58],"protect":[60],"from":[64],"using":[66,116,191,197],"ensemble":[68,137,194],"model":[69,196,212],"RKSVM,":[70],"comprising":[71],"a":[72,117,146],"random":[73],"forest":[74],"(RF),":[75],"K":[76],"nearest":[77],"neighbor":[78],"(KNN),":[79],"support":[81],"vector":[82],"machine":[83,108,131],"(SVM)":[84],"model.":[85,139],"The":[86,110],"software-defined":[87],"networks":[88],"(SDN)-based":[89],"datasets":[92],"such":[93],"as":[94,157],"KDD":[95,164],"cup":[96],"99,":[97],"NSL-KDD,":[98],"CICIDS":[100],"used":[102,169],"detection":[105],"based":[106],"on":[107],"learning.":[109],"experimental":[111],"phase":[112],"conducted":[114],"by":[115,144],"decision":[118],"tree":[119],"(DT),":[120],"logistic":[121],"regression":[122],"(LR),":[123],"Naive":[124],"Bayes":[125],"(NB),":[126],"RF,":[127],"SVM,":[128],"gradient":[129],"boosting":[130],"(GBM),":[132],"KNN,":[133],"proposed":[136,193,211],"RKSVM":[138,195],"Furthermore,":[140],"performance":[141,208],"optimized":[143],"adding":[145],"grid":[147,198],"search":[148,199],"hyperparameter":[149],"optimization":[150],"technique":[151],"with":[152],"K-Fold":[153],"cross-validation.":[154],"As":[155],"well":[156],"NSL-KDD":[159],"dataset,":[160],"two":[161],"other":[162],"datasets,":[163],"CIC-IDS":[166],"2017,":[167],"validate":[171],"performance.":[173],"Classification":[174],"accuracies":[175],"99.7%,":[177,179],"99.3%,":[178],"97.8%":[181],"obtained":[183],"DoS,":[185],"Probe,":[186],"U2R,":[187],"R2L":[189],"attacks":[190],"cross-fold":[201],"validation.":[202],"Experimental":[203],"results":[204],"demonstrate":[205],"superior":[207],"detection.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
