{"id":"https://openalex.org/W3108100741","doi":"https://doi.org/10.1109/ccece47787.2020.9255756","title":"Smart Home Networks: Security Perspective and ML-based DDoS Detection","display_name":"Smart Home Networks: Security Perspective and ML-based DDoS Detection","publication_year":2020,"publication_date":"2020-08-30","ids":{"openalex":"https://openalex.org/W3108100741","doi":"https://doi.org/10.1109/ccece47787.2020.9255756","mag":"3108100741"},"language":"en","primary_location":{"id":"doi:10.1109/ccece47787.2020.9255756","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece47787.2020.9255756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5091695854","display_name":"Yaser Al Mtawa","orcid":"https://orcid.org/0000-0002-0553-9385"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yaser Al Mtawa","raw_affiliation_strings":["Western University, London, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University, London, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101416177","display_name":"Harsimranjit Singh","orcid":"https://orcid.org/0009-0009-7592-8544"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Harsimranjit Singh","raw_affiliation_strings":["Western University, London, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University, London, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011011621","display_name":"Anwar Haque","orcid":"https://orcid.org/0000-0002-5253-0455"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anwar Haque","raw_affiliation_strings":["Western University, London, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University, London, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055738950","display_name":"Ahmed Refaey","orcid":"https://orcid.org/0000-0002-1540-9349"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]},{"id":"https://openalex.org/I55707380","display_name":"Manhattan University","ror":"https://ror.org/02xhnzg94","country_code":"US","type":"education","lineage":["https://openalex.org/I55707380"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Ahmed Refaey","raw_affiliation_strings":["Manhattan College, Riverdale, New York, USA","Western University, London, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manhattan College, Riverdale, New York, USA","institution_ids":["https://openalex.org/I55707380"]},{"raw_affiliation_string":"Western University, London, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9990000128746033,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.7562540173530579},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.736468493938446},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.6973241567611694},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6661969423294067},{"id":"https://openalex.org/keywords/home-security","display_name":"Home security","score":0.5392616391181946},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5341946482658386},{"id":"https://openalex.org/keywords/firmware","display_name":"Firmware","score":0.44013717770576477},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.4111928343772888},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3589403033256531},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18645542860031128},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1365969181060791}],"concepts":[{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.7562540173530579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.736468493938446},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.6973241567611694},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6661969423294067},{"id":"https://openalex.org/C2779750879","wikidata":"https://www.wikidata.org/wiki/Q22908936","display_name":"Home security","level":2,"score":0.5392616391181946},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5341946482658386},{"id":"https://openalex.org/C67212190","wikidata":"https://www.wikidata.org/wiki/Q104851","display_name":"Firmware","level":2,"score":0.44013717770576477},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.4111928343772888},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3589403033256531},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18645542860031128},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1365969181060791},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccece47787.2020.9255756","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece47787.2020.9255756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lib.uwo.ca:csdpub-1027","is_oa":false,"landing_page_url":"https://ir.lib.uwo.ca/csdpub/23","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Publications","raw_type":"conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1520914943","https://openalex.org/W1545033476","https://openalex.org/W1966033650","https://openalex.org/W1970429723","https://openalex.org/W2014013723","https://openalex.org/W2050343613","https://openalex.org/W2062978452","https://openalex.org/W2104532741","https://openalex.org/W2112137829","https://openalex.org/W2118602800","https://openalex.org/W2125555950","https://openalex.org/W2274012241","https://openalex.org/W2293605433","https://openalex.org/W2466440336","https://openalex.org/W2531320996","https://openalex.org/W2547323341","https://openalex.org/W2555688350","https://openalex.org/W2591273803","https://openalex.org/W2615196766","https://openalex.org/W2626287951","https://openalex.org/W2626904088","https://openalex.org/W2797742547","https://openalex.org/W2808291452","https://openalex.org/W2887549705","https://openalex.org/W2899670782","https://openalex.org/W2915213935","https://openalex.org/W2937641379","https://openalex.org/W2972272611","https://openalex.org/W2973044750","https://openalex.org/W3009147436","https://openalex.org/W3105750153"],"related_works":["https://openalex.org/W4205726527","https://openalex.org/W74097913","https://openalex.org/W3158356294","https://openalex.org/W4206112541","https://openalex.org/W2920725863","https://openalex.org/W4382774465","https://openalex.org/W2104360586","https://openalex.org/W4382315589","https://openalex.org/W3016664543","https://openalex.org/W4286273498"],"abstract_inverted_index":{"Internet":[0],"of":[1,83,111,131,148,164,178,201],"Things":[2],"(IoT)":[3],"allows":[4],"households":[5,72],"to":[6,10,45,63,71,118,160,183,193,204,211],"have":[7,76],"real-time":[8],"access":[9,27,106],"various":[11,152],"services":[12,62],"such":[13],"as":[14],"IP":[15],"cameras":[16],"for":[17,28],"monitoring":[18,107],"home":[19,34,95,99,136,168,185],"security,":[20],"automatic":[21,37,105],"climate":[22],"controls,":[23],"doors":[24],"and":[25,67,73,108,115,144],"window":[26],"family":[29],"members":[30],"including":[31],"pets,":[32],"mood-based":[33],"lighting,":[35],"or":[36],"refrigerators":[38],"that":[39,60,174,207],"tell":[40],"what":[41,48],"item":[42],"is":[43,176],"going":[44],"expire":[46],"at":[47],"time,":[49],"etc.":[50],"However,":[51],"IoT":[52,84,142,202],"has":[53],"often":[54],"been":[55,78],"considered":[56],"a":[57,88],"single-domain":[58],"facility":[59],"provides":[61],"consumers,":[64],"but":[65],"security":[66,82,100,132,153],"privacy":[68],"issues":[69,133],"pertaining":[70],"residential":[74],"infrastructure":[75,91],"not":[77],"studied":[79],"thoroughly.":[80],"The":[81],"-based":[85],"systems":[86],"requires":[87],"critical":[89,146],"engineering":[90],"when":[92],"dealing":[93],"with":[94],"security.":[96],"Any":[97],"proposed":[98],"framework":[101],"should":[102],"establish":[103],"an":[104,127,190],"regular":[109],"updates":[110],"the":[112,119,162,179],"system":[113],"software":[114],"firmware":[116],"according":[117],"ongoing":[120],"threats.":[121,154],"In":[122],"this":[123],"paper,":[124],"we":[125,188],"provide":[126,145],"insightful":[128],"short":[129],"review":[130],"in":[134],"smart":[135,167,184],"systems.":[137,169,186],"We":[138,197],"highlight":[139],"several":[140],"popular":[141],"protocols":[143],"analysis":[147,172],"their":[149],"performance":[150],"against":[151],"Mitigation":[155],"strategies":[156],"are":[157],"also":[158],"presented":[159],"reduce":[161],"impact":[163],"cyberattacks":[165],"on":[166],"Furthermore,":[170],"our":[171],"shows":[173],"DDoS":[175,195,214],"one":[177],"most":[180],"common":[181],"threats":[182],"Therefore,":[187],"developed":[189],"ML-based":[191],"model":[192],"detect":[194],"attacks.":[196],"employed":[198],"unique":[199],"characteristics":[200],"traffic":[203,215],"engineer":[205],"features":[206],"enable":[208],"ML":[209],"algorithms":[210],"accurately":[212],"classify":[213],"from":[216],"normal/benign":[217],"traffic.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}