{"id":"https://openalex.org/W3135738476","doi":"https://doi.org/10.23919/icact51234.2021.9371008","title":"Early Detection of LDDoS Attacks in IOT Utilizing Locality Sensitive Incremental TSVM Method","display_name":"Early Detection of LDDoS Attacks in IOT Utilizing Locality Sensitive Incremental TSVM Method","publication_year":2021,"publication_date":"2021-02-07","ids":{"openalex":"https://openalex.org/W3135738476","doi":"https://doi.org/10.23919/icact51234.2021.9371008","mag":"3135738476"},"language":"en","primary_location":{"id":"doi:10.23919/icact51234.2021.9371008","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact51234.2021.9371008","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 23rd International Conference on Advanced Communication Technology (ICACT)","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/A5102950166","display_name":"Zengguang Liu","orcid":"https://orcid.org/0000-0002-7099-8393"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"ZengGuang Liu","raw_affiliation_strings":["College of Computer Science and Engineering, ShanDong University of Science and Technology, QingDao, CN"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, ShanDong University of Science and Technology, QingDao, CN","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090659634","display_name":"Xiaochun Yin","orcid":"https://orcid.org/0000-0001-5602-8203"},"institutions":[{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]}],"countries":["YE"],"is_corresponding":false,"raw_author_name":"XiaoChun Yin","raw_affiliation_strings":["Blockchain Laboratory of Agricultural Vegetables, WeiFang University of Science & Technology, ShouGuang, CN"],"affiliations":[{"raw_affiliation_string":"Blockchain Laboratory of Agricultural Vegetables, WeiFang University of Science & Technology, ShouGuang, CN","institution_ids":["https://openalex.org/I118692353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004858744","display_name":"Ruiping Yang","orcid":"https://orcid.org/0000-0002-4180-6698"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"RuiPing Yang","raw_affiliation_strings":["College of Computer Science and Engineering, ShanDong University of Science and Technology, QingDao, CN"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, ShanDong University of Science and Technology, QingDao, CN","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058696702","display_name":"Anming Dong","orcid":"https://orcid.org/0000-0001-7470-5159"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"AnMing Dong","raw_affiliation_strings":["School of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), JiNan, CN"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), JiNan, CN","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102950166"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":0.4584,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63504025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"199"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"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":0.9994000196456909,"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/botnet","display_name":"Botnet","score":0.8152726888656616},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.7794598340988159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7559376358985901},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.7460683584213257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49451372027397156},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4867089092731476},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.43153274059295654},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4173637926578522},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3854042589664459},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37282830476760864},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.250112920999527}],"concepts":[{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.8152726888656616},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.7794598340988159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7559376358985901},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.7460683584213257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49451372027397156},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4867089092731476},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.43153274059295654},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4173637926578522},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3854042589664459},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37282830476760864},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.250112920999527},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact51234.2021.9371008","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact51234.2021.9371008","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 23rd International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2294271434","https://openalex.org/W2508641173","https://openalex.org/W2517975492","https://openalex.org/W2572292826","https://openalex.org/W2585639331","https://openalex.org/W2593533202","https://openalex.org/W2609412693","https://openalex.org/W2733765803","https://openalex.org/W2763109602","https://openalex.org/W2772384723","https://openalex.org/W2804566915","https://openalex.org/W2902898157","https://openalex.org/W2952460245","https://openalex.org/W2962802821","https://openalex.org/W2979948793","https://openalex.org/W2984261074","https://openalex.org/W2991210281","https://openalex.org/W2997715616","https://openalex.org/W3005967176","https://openalex.org/W3006008420","https://openalex.org/W3162935282","https://openalex.org/W6696675015","https://openalex.org/W6697245362","https://openalex.org/W6745317852","https://openalex.org/W6769520069"],"related_works":["https://openalex.org/W2294483539","https://openalex.org/W2378449000","https://openalex.org/W3187581118","https://openalex.org/W3143747655","https://openalex.org/W2901835651","https://openalex.org/W2883616266","https://openalex.org/W4230824443","https://openalex.org/W2038807247","https://openalex.org/W2097156747","https://openalex.org/W2559738661"],"abstract_inverted_index":{"The":[0,43,88],"Mirai":[1],"botnet":[2],"and":[3,29,76,84,107,110],"its":[4],"variants":[5],"has":[6],"made":[7],"Internet":[8],"of":[9,49,62,70,90],"Things":[10],"(IOT)":[11],"devices":[12],"a":[13,31],"powerful":[14],"amplifying":[15],"platform":[16],"for":[17],"Low":[18],"Rate":[19],"Distributed":[20],"Denial-of-Service":[21],"(LDDoS)":[22],"attacks.":[23],"In":[24],"this":[25],"paper,":[26],"we":[27],"investigate":[28],"develop":[30],"novel":[32],"semi-supervised":[33],"Locality":[34],"Sensitive":[35],"Incremental":[36],"Transductive":[37],"Support":[38],"Vector":[39],"Machine":[40],"(LS-ITSVM)":[41],"method.":[42],"proposed":[44,94],"method":[45,95],"maximizes":[46],"the":[47,59,66,93],"margins":[48],"different":[50],"network":[51,63,99,113],"flows":[52,100],"by":[53,79],"incorporating":[54],"local":[55],"frequency-domain":[56],"features":[57],"from":[58],"autocorrelation":[60],"sequence":[61],"flow":[64,114],"into":[65],"regularization":[67],"time-domain":[68],"framework":[69],"TSVM.":[71],"And":[72],"it":[73],"saves":[74],"training":[75,81,106],"detecting":[77],"time":[78],"incremental":[80],"support":[82],"vectors":[83],"new":[85],"added":[86],"samples.":[87],"result":[89],"simulation":[91],"proves":[92],"can":[96],"distinguish":[97],"abnormal":[98,112],"with":[101,116],"higher":[102],"detection":[103],"accuracy,":[104],"faster":[105],"response":[108],"time,":[109],"prevent":[111],"groups":[115],"less":[117],"impaction.":[118]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
