{"id":"https://openalex.org/W4312449837","doi":"https://doi.org/10.1109/mnet.119.2200076","title":"What Could Possibly Go Wrong? Identification of Current Challenges and Prospective Opportunities for Anomaly Detection in Internet of Things","display_name":"What Could Possibly Go Wrong? Identification of Current Challenges and Prospective Opportunities for Anomaly Detection in Internet of Things","publication_year":2022,"publication_date":"2022-10-04","ids":{"openalex":"https://openalex.org/W4312449837","doi":"https://doi.org/10.1109/mnet.119.2200076"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.119.2200076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.119.2200076","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/What_Could_Possibly_Go_Wrong_Identification_of_Current_Challenges_and_Prospective_Opportunities_for_Anomaly_Detection_in_Internet_of_Things/23769312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008136058","display_name":"Tapadhir Das","orcid":"https://orcid.org/0000-0002-4793-8982"},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tapadhir Das","raw_affiliation_strings":["University of Nevada,USA","University of Nevada, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,USA","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"University of Nevada, USA","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039235730","display_name":"Raj Mani Shukla","orcid":"https://orcid.org/0000-0002-8239-7325"},"institutions":[{"id":"https://openalex.org/I51216347","display_name":"Anglia Ruskin University","ror":"https://ror.org/0009t4v78","country_code":"GB","type":"education","lineage":["https://openalex.org/I51216347"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raj Mani Shukla","raw_affiliation_strings":["Anglia Ruskin University,UK","Anglia Ruskin University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anglia Ruskin University,UK","institution_ids":["https://openalex.org/I51216347"]},{"raw_affiliation_string":"Anglia Ruskin University, UK","institution_ids":["https://openalex.org/I51216347"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100748436","display_name":"Shamik Sengupta","orcid":"https://orcid.org/0000-0002-2019-8056"},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shamik Sengupta","raw_affiliation_strings":["University of Nevada,USA","University of Nevada, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,USA","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"University of Nevada, USA","institution_ids":["https://openalex.org/I134113660"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9185,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.79115915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"37","issue":"3","first_page":"194","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9926999807357788,"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/anomaly-detection","display_name":"Anomaly detection","score":0.8264238834381104},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7545380592346191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6557050943374634},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6485663652420044},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5852622985839844},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5354509353637695},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5098192095756531},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.4782099723815918},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45449841022491455},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3864913880825043},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3696572482585907},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2224554419517517},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.177392840385437}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8264238834381104},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7545380592346191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6557050943374634},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6485663652420044},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5852622985839844},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5354509353637695},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5098192095756531},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.4782099723815918},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45449841022491455},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3864913880825043},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3696572482585907},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2224554419517517},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.177392840385437},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mnet.119.2200076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.119.2200076","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"},{"id":"pmh:oai:arro.anglia.ac.uk:708030","is_oa":false,"landing_page_url":"https://arro.anglia.ac.uk/id/eprint/708030/1/What_Could_Possibly_Go_Wrong_Identification_of_Current_Challenges_and_Prospective_Opportunities_for_Anomaly_Detection_in_Internet_of_Things.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402145","display_name":"Anglia Ruskin Research Online (Anglia Ruskin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51216347","host_organization_name":"Anglia Ruskin University","host_organization_lineage":["https://openalex.org/I51216347"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/23769312","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/What_Could_Possibly_Go_Wrong_Identification_of_Current_Challenges_and_Prospective_Opportunities_for_Anomaly_Detection_in_Internet_of_Things/23769312","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/23769312","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/What_Could_Possibly_Go_Wrong_Identification_of_Current_Challenges_and_Prospective_Opportunities_for_Anomaly_Detection_in_Internet_of_Things/23769312","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G4818149268","display_name":"CC* Integration-Large: Robust and Predictable Network Infrastructure for Wide-Area Hybrid Sensor Networks","funder_award_id":"2019164","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2122646361","https://openalex.org/W2477257849","https://openalex.org/W2755577605","https://openalex.org/W2785952199","https://openalex.org/W2898843852","https://openalex.org/W2960280836","https://openalex.org/W2992833933","https://openalex.org/W3041133507","https://openalex.org/W3095270930","https://openalex.org/W3177095755","https://openalex.org/W3205337393","https://openalex.org/W4210968720","https://openalex.org/W4220768885","https://openalex.org/W6748081988","https://openalex.org/W6778225685","https://openalex.org/W6784103824","https://openalex.org/W6809399010"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"The":[0],"era":[1],"of":[2,5,12,30,36,109,141],"the":[3,17,19,28,33,65,99,110],"Internet":[4],"Things":[6],"(IoT)":[7],"is":[8],"now.":[9],"Wide-spread":[10],"adoption":[11,29],"this":[13,102],"technology":[14],"has":[15,69],"transformed":[16],"way":[18],"world,":[20],"people,":[21],"and":[22,45,48,71],"businesses":[23],"are":[24,56,83],"connected.":[25],"However,":[26,81],"with":[27],"IoT,":[31],"comes":[32],"increased":[34],"threat":[35],"security":[37],"risks":[38],"which":[39],"can":[40,132],"negatively":[41],"impact":[42],"industry":[43],"productivity":[44],"performance.":[46,80],"Companies":[47],"organizations,":[49],"that":[50,86,131],"rely":[51],"on":[52],"IoT":[53,93,112],"for":[54,78],"operations,":[55],"specifically":[57],"vulnerable":[58],"to":[59,88,91,121,135],"anomalies":[60],"in":[61,98,124],"their":[62],"data.":[63],"Over":[64],"years,":[66],"anomaly":[67,94,122,142],"detection":[68,95,123],"evolved,":[70],"algorithms":[72],"have":[73],"continually":[74],"taken":[75],"new":[76],"forms":[77],"better":[79],"there":[82],"still":[84],"challenges":[85,120,140],"need":[87],"be":[89,133],"addressed":[90],"make":[92],"more":[96],"robust":[97],"future.":[100],"Within":[101],"article,":[103],"we":[104,116,127],"highlight":[105],"a":[106],"high-level":[107],"description":[108],"current":[111,119],"architecture.":[113],"Following":[114],"this,":[115],"identify":[117],"some":[118],"IoT.":[125],"Finally,":[126],"propose":[128],"prospective":[129],"opportunities":[130],"investigated":[134],"address":[136],"these":[137],"identified":[138],"modern-day":[139],"detection.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}