{"id":"https://openalex.org/W4385695483","doi":"https://doi.org/10.1109/dsn58367.2023.00053","title":"IoT Anomaly Detection Via Device Interaction Graph","display_name":"IoT Anomaly Detection Via Device Interaction Graph","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4385695483","doi":"https://doi.org/10.1109/dsn58367.2023.00053"},"language":"en","primary_location":{"id":"doi:10.1109/dsn58367.2023.00053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn58367.2023.00053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)","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/A5100769837","display_name":"Jincheng Wang","orcid":"https://orcid.org/0000-0002-9918-1563"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jincheng Wang","raw_affiliation_strings":["The Chinese University of Hong Kong,Hong Kong,China","The Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Hong Kong,China","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012872551","display_name":"Zhuohua Li","orcid":"https://orcid.org/0000-0002-1390-0222"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuohua Li","raw_affiliation_strings":["The Chinese University of Hong Kong,Hong Kong,China","The Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Hong Kong,China","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103105383","display_name":"Mingshen Sun","orcid":"https://orcid.org/0000-0003-4775-0362"},"institutions":[{"id":"https://openalex.org/I4210121988","display_name":"Film Independent","ror":"https://ror.org/036cy3843","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210121988"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingshen Sun","raw_affiliation_strings":["Independent Researcher,San Jose,USA","Independent Researcher, San Jose, USA"],"affiliations":[{"raw_affiliation_string":"Independent Researcher,San Jose,USA","institution_ids":["https://openalex.org/I4210121988"]},{"raw_affiliation_string":"Independent Researcher, San Jose, USA","institution_ids":["https://openalex.org/I4210121988"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076311357","display_name":"Bin Yuan","orcid":"https://orcid.org/0000-0002-5365-904X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yuan","raw_affiliation_strings":["Huazhong University of Science and Technology,Wuhan,China","Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068489266","display_name":"John C. S. Lui","orcid":"https://orcid.org/0000-0001-7466-0384"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"John C.S. Lui","raw_affiliation_strings":["The Chinese University of Hong Kong,Hong Kong,China","The Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Hong Kong,China","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100769837"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":1.0189,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75956182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"494","last_page":"507"},"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":0.9995999932289124,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7928320169448853},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6754782795906067},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5569615960121155},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5053182244300842},{"id":"https://openalex.org/keywords/covert","display_name":"Covert","score":0.45382651686668396},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4114791750907898},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.26421427726745605},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25641757249832153},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19038450717926025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1815037727355957}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7928320169448853},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6754782795906067},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5569615960121155},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5053182244300842},{"id":"https://openalex.org/C2779338814","wikidata":"https://www.wikidata.org/wiki/Q5179285","display_name":"Covert","level":2,"score":0.45382651686668396},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4114791750907898},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.26421427726745605},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25641757249832153},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19038450717926025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1815037727355957},{"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:10.1109/dsn58367.2023.00053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn58367.2023.00053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G8499342560","display_name":null,"funder_award_id":"2022YFB3103403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1503337758","https://openalex.org/W1571357214","https://openalex.org/W1884606608","https://openalex.org/W1975062332","https://openalex.org/W1987522330","https://openalex.org/W2015200434","https://openalex.org/W2053587358","https://openalex.org/W2054137409","https://openalex.org/W2134240743","https://openalex.org/W2134295053","https://openalex.org/W2143117649","https://openalex.org/W2143891888","https://openalex.org/W2166452802","https://openalex.org/W2170787788","https://openalex.org/W2297288734","https://openalex.org/W2354520588","https://openalex.org/W2462689321","https://openalex.org/W2469385864","https://openalex.org/W2508433864","https://openalex.org/W2510556079","https://openalex.org/W2557557714","https://openalex.org/W2579895585","https://openalex.org/W2593118993","https://openalex.org/W2610910070","https://openalex.org/W2734941459","https://openalex.org/W2755148105","https://openalex.org/W2770263637","https://openalex.org/W2791710451","https://openalex.org/W2800328588","https://openalex.org/W2883406216","https://openalex.org/W2890188242","https://openalex.org/W2948579453","https://openalex.org/W2950000072","https://openalex.org/W2952730772","https://openalex.org/W2972103753","https://openalex.org/W2983277367","https://openalex.org/W3011400958","https://openalex.org/W3015383024","https://openalex.org/W3015797940","https://openalex.org/W3045097643","https://openalex.org/W3046246673","https://openalex.org/W3047139163","https://openalex.org/W3098590133","https://openalex.org/W3101150805","https://openalex.org/W3111743984","https://openalex.org/W3136780060","https://openalex.org/W3141835785","https://openalex.org/W3154326919","https://openalex.org/W4243354998","https://openalex.org/W4288057688","https://openalex.org/W4289559981","https://openalex.org/W4295123670","https://openalex.org/W4298061102","https://openalex.org/W4306406230","https://openalex.org/W4313729847","https://openalex.org/W6638557351","https://openalex.org/W6679948214","https://openalex.org/W6711229410","https://openalex.org/W6740133913","https://openalex.org/W6751184934","https://openalex.org/W6754979079","https://openalex.org/W6759070178","https://openalex.org/W6775047284","https://openalex.org/W6779684038","https://openalex.org/W6794187937","https://openalex.org/W6794343177","https://openalex.org/W6795108105"],"related_works":["https://openalex.org/W2523525694","https://openalex.org/W2998642566","https://openalex.org/W2392682561","https://openalex.org/W57793151","https://openalex.org/W2804882289","https://openalex.org/W2727423897","https://openalex.org/W2497612952","https://openalex.org/W4247948804","https://openalex.org/W2392053643","https://openalex.org/W2595182909"],"abstract_inverted_index":{"With":[0],"diverse":[1],"functionalities":[2],"and":[3,17,36,71,84,105,127,140],"advanced":[4],"platform":[5],"applications,":[6],"Internet":[7],"of":[8,68,92],"Things":[9],"(IoT)":[10],"devices":[11],"extensively":[12],"interact":[13],"with":[14,111],"each":[15],"other,":[16],"these":[18,34],"interactions":[19,57],"govern":[20],"the":[21,27,50,82,107,116,133],"legitimate":[22],"device":[23,43,51,56,61,69,87,122],"state":[24,123],"transitions.":[25],"At":[26],"same":[28],"time,":[29],"attackers":[30],"can":[31,79,100],"easily":[32],"manipulate":[33],"devices,":[35],"it":[37,99],"is":[38],"difficult":[39],"to":[40,58,135],"detect":[41,136],"covert":[42],"control.":[44],"In":[45],"this":[46],"work,":[47],"we":[48,131],"propose":[49],"interaction":[52,93,103,138],"graph,":[53],"which":[54],"uses":[55],"profile":[59],"normal":[60],"behavior.":[62],"We":[63],"also":[64],"formalize":[65],"two":[66],"types":[67],"anomalies,":[70],"present":[72],"an":[73],"anomaly":[74,145],"detection":[75,118],"system":[76],"CausalIoT.":[77],"It":[78],"automatically":[80],"construct":[81],"graph":[83],"validate":[85],"runtime":[86],"events.":[88],"For":[89],"any":[90],"violation":[91],"executions,":[94,139],"CausalIoT":[95,114,141],"further":[96],"checks":[97],"whether":[98],"trigger":[101],"unexpected":[102,137],"executions":[104],"tracks":[106],"affected":[108],"devices.1":[109],"Compared":[110],"existing":[112],"methods,":[113],"achieves":[115],"highest":[117],"accuracy":[119],"for":[120],"abnormal":[121],"transitions":[124],"(95.2%":[125],"precision":[126],"96.8%":[128],"recall).":[129],"Moreover,":[130],"are":[132],"first":[134],"successfully":[142],"reports":[143],"91.9%":[144],"chains":[146],"on":[147],"real-world":[148],"testbeds.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}