{"id":"https://openalex.org/W4409916991","doi":"https://doi.org/10.1109/ocit65031.2024.00098","title":"Sin-Cos Fusion-Based African Vulture Optimization Algorithm for Feature Selection in Detecting DDoS Attack in IoT Networks","display_name":"Sin-Cos Fusion-Based African Vulture Optimization Algorithm for Feature Selection in Detecting DDoS Attack in IoT Networks","publication_year":2024,"publication_date":"2024-12-12","ids":{"openalex":"https://openalex.org/W4409916991","doi":"https://doi.org/10.1109/ocit65031.2024.00098"},"language":"en","primary_location":{"id":"doi:10.1109/ocit65031.2024.00098","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit65031.2024.00098","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 OITS International Conference on Information Technology (OCIT)","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/A5050926374","display_name":"Upendra","orcid":null},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Upendra","raw_affiliation_strings":["National Institute of Technology,Department of Information Technology,Raipur,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Information Technology,Raipur,India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049281009","display_name":"Rakesh Tripathi","orcid":"https://orcid.org/0000-0002-6032-1514"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Tripathi","raw_affiliation_strings":["National Institute of Technology,Department of Information Technology,Raipur,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Information Technology,Raipur,India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022545551","display_name":"Tirath Prasad Sahu","orcid":"https://orcid.org/0000-0001-9985-5241"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tirath Prasad Sahu","raw_affiliation_strings":["National Institute of Technology,Department of Information Technology,Raipur,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Information Technology,Raipur,India","institution_ids":["https://openalex.org/I38335241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050926374"],"corresponding_institution_ids":["https://openalex.org/I38335241"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35450046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"530","last_page":"535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9969000220298767,"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":0.9969000220298767,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9599999785423279,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9351000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.7157835960388184},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6877772212028503},{"id":"https://openalex.org/keywords/vulture","display_name":"Vulture","score":0.675097644329071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6361039280891418},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5111764073371887},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4992711544036865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.481172651052475},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.45756345987319946},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35695767402648926},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35555851459503174},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16364672780036926},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1493123471736908}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.7157835960388184},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6877772212028503},{"id":"https://openalex.org/C2776139314","wikidata":"https://www.wikidata.org/wiki/Q123120","display_name":"Vulture","level":2,"score":0.675097644329071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6361039280891418},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5111764073371887},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4992711544036865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.481172651052475},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.45756345987319946},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35695767402648926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35555851459503174},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16364672780036926},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1493123471736908},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"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/ocit65031.2024.00098","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit65031.2024.00098","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 OITS International Conference on Information Technology (OCIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2789828921","https://openalex.org/W2794951181","https://openalex.org/W2797742547","https://openalex.org/W2892556724","https://openalex.org/W2902529532","https://openalex.org/W2913796112","https://openalex.org/W2921019731","https://openalex.org/W2991507433","https://openalex.org/W3085955590","https://openalex.org/W3127432888","https://openalex.org/W3163903840","https://openalex.org/W3189163924","https://openalex.org/W3205985117","https://openalex.org/W4294691673","https://openalex.org/W4323926691","https://openalex.org/W4353052195","https://openalex.org/W4366133297","https://openalex.org/W4376113148","https://openalex.org/W4387046648","https://openalex.org/W4391460930","https://openalex.org/W4392296200","https://openalex.org/W4393346275"],"related_works":["https://openalex.org/W4317826289","https://openalex.org/W4310428082","https://openalex.org/W2558023681","https://openalex.org/W205059126","https://openalex.org/W1544852758","https://openalex.org/W1503699786","https://openalex.org/W2187709774","https://openalex.org/W1976758530","https://openalex.org/W2516843385","https://openalex.org/W3043066776"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,121],"performance":[4,50],"investigation":[5],"of":[6,51,105],"the":[7,30,48,103],"Sin-Cos":[8],"Fusion-Based":[9],"Improved":[10],"African":[11],"Vulture":[12],"Optimization":[13],"Algorithm":[14],"for":[15,59,63,66,70,72,75,78,82,85,88,94,110],"detecting":[16],"DDoS":[17,115],"attacks":[18],"in":[19,107,125],"IoT":[20,114],"networks.":[21],"Various":[22],"competing":[23],"state-of-the-art":[24],"methods":[25],"were":[26],"employed":[27],"to":[28,120],"compare":[29],"performances":[31],"with":[32,61],"SCIAVOA":[33],"using":[34],"three":[35],"bench-mark":[36],"datasets,":[37,55],"namely":[38],"NSL-KDD,":[39,64,76,89],"TON-IoT,":[40,67,79],"and":[41,68,80,84,90,92,96,112],"UNSW.":[42],"The":[43],"evaluation":[44],"metrics":[45],"evident":[46],"from":[47],"robust":[49],"SC-IAVOA.":[52],"Compared":[53],"across":[54],"SC-IAVOA":[56,106],"greatly":[57],"outperforms":[58],"precision,":[60],"98.68%":[62,87],"99.40%":[65],"99.43%":[69],"UNSW;":[71,83],"recall,":[73],"98.18%":[74],"99.88%":[77],"99.53%":[81],"F-score,":[86],"99.58%":[91],"99.59%":[93],"TON-IoT":[95],"UNSW,":[97],"respectively.":[98],"These":[99],"findings":[100],"further":[101],"underpin":[102],"efficacy":[104],"feature":[108],"optimization":[109],"accurate":[111],"reliable":[113],"attack":[116],"detection":[117],"systems,":[118],"leading":[119],"much":[122],"greater":[123],"improvement":[124],"network":[126],"security.":[127]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}