{"id":"https://openalex.org/W2793149689","doi":"https://doi.org/10.1109/infocom.2018.8486369","title":"A Novel Graph-based Mechanism for Identifying Traffic Vulnerabilities in Smart Home IoT","display_name":"A Novel Graph-based Mechanism for Identifying Traffic Vulnerabilities in Smart Home IoT","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2793149689","doi":"https://doi.org/10.1109/infocom.2018.8486369","mag":"2793149689"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2018.8486369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2018.8486369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications","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/A5002958256","display_name":"Yizhen Jia","orcid":"https://orcid.org/0000-0002-4658-1838"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhen Jia","raw_affiliation_strings":["Department of Computer Science, The George Washington University, Washington DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The George Washington University, Washington DC, USA","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070580609","display_name":"Yinhao Xiao","orcid":"https://orcid.org/0000-0002-9871-9552"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yinhao Xiao","raw_affiliation_strings":["Department of Computer Science, The George Washington University, Washington DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The George Washington University, Washington DC, USA","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624236","display_name":"Jiguo Yu","orcid":"https://orcid.org/0000-0001-6451-1158"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiguo Yu","raw_affiliation_strings":["School of Information Science and Engineering, Qufu Normal University, Rizhao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Qufu Normal University, Rizhao, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100692488","display_name":"Xiuzhen Cheng","orcid":"https://orcid.org/0000-0001-5912-4647"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiuzhen Cheng","raw_affiliation_strings":["Department of Computer Science, The George Washington University, Washington DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The George Washington University, Washington DC, USA","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084611756","display_name":"Zhenkai Liang","orcid":"https://orcid.org/0000-0001-7138-5030"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenkai Liang","raw_affiliation_strings":["School of Information Science and Engineering, Qufu Normal University, Rizhao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Qufu Normal University, Rizhao, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043935709","display_name":"Zhiguo Wan","orcid":"https://orcid.org/0000-0003-1319-1224"},"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":"Zhiguo Wan","raw_affiliation_strings":["School of Computer science and Technology, Shandong University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer science and Technology, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.412,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.96832115,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1493","last_page":"1501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8378129005432129},{"id":"https://openalex.org/keywords/firmware","display_name":"Firmware","score":0.7749093770980835},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6778631210327148},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5144391655921936},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48438769578933716},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4764697551727295},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4233865737915039},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4203091263771057},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14817127585411072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8378129005432129},{"id":"https://openalex.org/C67212190","wikidata":"https://www.wikidata.org/wiki/Q104851","display_name":"Firmware","level":2,"score":0.7749093770980835},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6778631210327148},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5144391655921936},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48438769578933716},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4764697551727295},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4233865737915039},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4203091263771057},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14817127585411072},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom.2018.8486369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2018.8486369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1519565400","https://openalex.org/W1587157779","https://openalex.org/W1647671624","https://openalex.org/W1988037376","https://openalex.org/W2009033060","https://openalex.org/W2119812052","https://openalex.org/W2144271133","https://openalex.org/W2166919658","https://openalex.org/W2248263802","https://openalex.org/W2279779665","https://openalex.org/W2508433864","https://openalex.org/W2537014044","https://openalex.org/W2620213176","https://openalex.org/W2686848947","https://openalex.org/W4246484440","https://openalex.org/W4255272544","https://openalex.org/W6631229894","https://openalex.org/W6636915900","https://openalex.org/W6678042037","https://openalex.org/W6691393920","https://openalex.org/W6695221996","https://openalex.org/W6739320202"],"related_works":["https://openalex.org/W2582981600","https://openalex.org/W4389238932","https://openalex.org/W4387467152","https://openalex.org/W3010413952","https://openalex.org/W4212885212","https://openalex.org/W4253989935","https://openalex.org/W4379115910","https://openalex.org/W4287635472","https://openalex.org/W3161928361","https://openalex.org/W3111735654"],"abstract_inverted_index":{"Smart":[0],"home":[1,57,117],"IoT":[2,31,53],"devices":[3,54],"have":[4],"been":[5],"more":[6,64],"prevalent":[7],"than":[8],"ever":[9],"before":[10],"but":[11],"the":[12,48,77,81,86,100,108,128,134,180,188,191,206],"relevant":[13],"security":[14],"considerations":[15],"fail":[16],"to":[17,22,34,46,70,197],"keep":[18],"up":[19],"with":[20,90,166],"due":[21],"device":[23,192],"and":[24,27,93,140,144],"technology":[25],"heterogeneity":[26],"resource":[28],"constraints,":[29],"making":[30],"systems":[32],"susceptible":[33],"various":[35],"attacks.":[36],"In":[37],"this":[38,202],"paper,":[39],"we":[40,113,154,204],"propose":[41],"a":[42,72,115,122,214],"novel":[43,174],"graph-based":[44],"mechanism":[45],"identify":[47,80,198],"vulnerabilities":[49,97],"in":[50,213],"communication":[51],"of":[52,103,110,169,190,210],"for":[55,131],"smart":[56,116,123],"systems.":[58],"Our":[59],"approach":[60,177],"takes":[61,178],"one":[62],"or":[63,133],"packet":[65],"capture":[66],"files":[67,183],"as":[68,175,184],"inputs":[69,185],"construct":[71],"traffic":[73,182],"graph":[74],"by":[75,84,164],"passing":[76],"captured":[78],"messages,":[79],"correlated":[82,148],"subgraphs":[83],"examining":[85],"attribute-value":[87],"pairs":[88],"associated":[89],"each":[91],"message,":[92],"then":[94],"quantify":[95],"their":[96],"based":[98,151],"on":[99,152],"sensitivity":[101],"levels":[102],"different":[104],"keywords.":[105],"To":[106],"test":[107],"effectiveness":[109],"our":[111,176],"approach,":[112,203],"setup":[114],"system":[118],"that":[119,159],"can":[120,160],"control":[121],"bulb":[124],"LB100":[125,132],"via":[126],"either":[127],"smartphone":[129],"APP":[130],"Google":[135],"Home":[136],"speaker.":[137],"We":[138],"collected":[139,181],"analyzed":[141],"58,714":[142],"messages":[143],"exploited":[145],"6":[146,156],"vulnerable":[147],"sub":[149],"graphs,":[150],"which":[153],"implemented":[155],"attack":[157],"cases":[158],"be":[161],"easily":[162],"reproduced":[163],"attackers":[165],"little":[167],"knowledge":[168,189],"IoT.":[170],"This":[171],"study":[172],"is":[173],"only":[179],"without":[186],"requiring":[187],"firmware":[193],"while":[194],"being":[195],"able":[196],"new":[199],"vulnerabilities.":[200],"With":[201],"won":[205],"third":[207],"prize":[208],"out":[209],"20":[211],"teams":[212],"hacking":[215],"competition.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":8}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
