{"id":"https://openalex.org/W2972158083","doi":"https://doi.org/10.1109/ccoms.2019.8821678","title":"Improve Iot Security System Of Smart-Home By Using Support Vector Machine","display_name":"Improve Iot Security System Of Smart-Home By Using Support Vector Machine","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2972158083","doi":"https://doi.org/10.1109/ccoms.2019.8821678","mag":"2972158083"},"language":"en","primary_location":{"id":"doi:10.1109/ccoms.2019.8821678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccoms.2019.8821678","pdf_url":null,"source":{"id":"https://openalex.org/S4306498485","display_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","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/A5046297175","display_name":"Hsiao-Tzu Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsiao-Tzu Hsu","raw_affiliation_strings":["Institute of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung-City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung-City, Taiwan","institution_ids":["https://openalex.org/I4387154394","https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002642090","display_name":"Gwo-Jia Jong","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Gwo-Jia Jong","raw_affiliation_strings":["Institute of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung-City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung-City, Taiwan","institution_ids":["https://openalex.org/I4387154394","https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090027230","display_name":"Jhih-Hao Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jhih-Hao Chen","raw_affiliation_strings":["Institute of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung-City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung-City, Taiwan","institution_ids":["https://openalex.org/I4387154394","https://openalex.org/I4387154394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026405075","display_name":"Ciou-Guo Jhe","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ciou-Guo Jhe","raw_affiliation_strings":["Institute of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung-City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung-City, Taiwan","institution_ids":["https://openalex.org/I4387154394","https://openalex.org/I4387154394"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046297175"],"corresponding_institution_ids":["https://openalex.org/I4387154394"],"apc_list":null,"apc_paid":null,"fwci":7.8285,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.98444004,"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":"674","last_page":"677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9750999808311462,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9610999822616577,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/doors","display_name":"Doors","score":0.8211676478385925},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.7614471912384033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.690114438533783},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6121228933334351},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5588167905807495},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4999420642852783},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4768206477165222},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.46314167976379395},{"id":"https://openalex.org/keywords/closing","display_name":"Closing (real estate)","score":0.42646434903144836},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42518144845962524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31219324469566345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22443222999572754},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18030968308448792},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16569986939430237},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15255695581436157}],"concepts":[{"id":"https://openalex.org/C125209513","wikidata":"https://www.wikidata.org/wiki/Q4037520","display_name":"Doors","level":2,"score":0.8211676478385925},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.7614471912384033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.690114438533783},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6121228933334351},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5588167905807495},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4999420642852783},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4768206477165222},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.46314167976379395},{"id":"https://openalex.org/C2778775528","wikidata":"https://www.wikidata.org/wiki/Q5135432","display_name":"Closing (real estate)","level":2,"score":0.42646434903144836},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42518144845962524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31219324469566345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22443222999572754},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18030968308448792},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16569986939430237},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15255695581436157},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccoms.2019.8821678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccoms.2019.8821678","pdf_url":null,"source":{"id":"https://openalex.org/S4306498485","display_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)","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":3,"referenced_works":["https://openalex.org/W2074047085","https://openalex.org/W2794877676","https://openalex.org/W2810316034"],"related_works":["https://openalex.org/W3016239942","https://openalex.org/W2486091485","https://openalex.org/W2468016203","https://openalex.org/W2026098752","https://openalex.org/W4241960468","https://openalex.org/W1976568813","https://openalex.org/W2903775967","https://openalex.org/W4244254860","https://openalex.org/W3161928361","https://openalex.org/W3111735654"],"abstract_inverted_index":{"The":[0,183],"traditional":[1,127],"smart-home":[2,59,132,190],"is":[3,81,186],"designed":[4],"to":[5,19,32,65,87,166,174,188],"integrate":[6],"the":[7,10,21,33,48,55,67,93,98,113,138,146,152,157,160,195],"concept":[8,57],"of":[9,12,23,51,58,62,70,100,109,122,129,131,142,150,156,162,197],"Internet":[11,128],"Things(IoT)":[13],"into":[14],"our":[15,189,201],"home":[16,45],"environment,":[17],"and":[18,29,35,38,60,85,117,140,144,148,154,159,176,179],"improve":[20,66],"comfort":[22],"home.":[24],"It":[25,53],"connects":[26],"electrical":[27],"products":[28],"household":[30],"goods":[31],"network,":[34],"then":[36,118,168,180],"monitors":[37],"controls":[39],"them.":[40],"However,":[41],"this":[42],"paper":[43,105],"takes":[44],"safety":[46],"as":[47,112],"main":[49],"axis":[50],"research.":[52],"combines":[54],"past":[56],"technology":[61],"machine":[63],"learning":[64],"whole":[68],"system":[69],"smart-home.":[71],"Through":[72],"systematic":[73],"self-learning,":[74],"it":[75,80,96],"automatically":[76],"figure":[77],"out":[78],"whether":[79],"normal":[82],"or":[83],"abnormal,":[84],"reports":[86],"remind":[88],"building":[89],"occupants":[90],"safety.":[91],"At":[92],"same":[94],"time,":[95],"saves":[97],"cost":[99],"human":[101],"resources":[102],"preservation.":[103],"This":[104],"make":[106],"a":[107,120],"set":[108],"rules":[110],"table":[111],"basic":[114],"criteria":[115],"first,":[116],"classify":[119,175],"part":[121],"data":[123,165],"which":[124,136],"collected":[125],"by":[126,133],"Things":[130],"manual":[134],"way,":[135],"includes":[137],"opening":[139],"closing":[141],"doors":[143],"windows,":[145],"starting":[147],"stopping":[149],"motors,":[151],"connection":[153],"interruption":[155],"system,":[158],"time":[161],"sending":[163],"each":[164],"label,":[167],"use":[169],"Support":[170],"Vector":[171],"Machine(SVM)":[172],"algorithm":[173],"build":[177],"models,":[178],"train":[181],"it.":[182],"executed":[184],"model":[185],"applied":[187],"system.":[191,202],"Finally,":[192],"we":[193],"verify":[194],"Accuracy":[196],"anomaly":[198],"reporting":[199],"in":[200]},"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}