{"id":"https://openalex.org/W3161545116","doi":"https://doi.org/10.1007/s10796-021-10116-w","title":"Privacy Enhancing Techniques in the Internet of Things Using Data Anonymisation","display_name":"Privacy Enhancing Techniques in the Internet of Things Using Data Anonymisation","publication_year":2021,"publication_date":"2021-05-11","ids":{"openalex":"https://openalex.org/W3161545116","doi":"https://doi.org/10.1007/s10796-021-10116-w","mag":"3161545116"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-021-10116-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-021-10116-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-021-10116-w.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10796-021-10116-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100339146","display_name":"Ren Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Ren","raw_affiliation_strings":["China Information Technology Security Evaluation Center, Beijing, China","College of Electronics and Information Engineering, Sichuan University, Chengdu, 610065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Information Technology Security Evaluation Center, Beijing, China","institution_ids":["https://openalex.org/I4210160629"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071157779","display_name":"Xin Tong","orcid":"https://orcid.org/0000-0001-8534-3827"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Tong","raw_affiliation_strings":["China Information Technology Security Evaluation Center, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Information Technology Security Evaluation Center, Beijing, China","institution_ids":["https://openalex.org/I4210160629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066677268","display_name":"Jing Du","orcid":"https://orcid.org/0000-0001-6277-5643"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Du","raw_affiliation_strings":["China Information Technology Security Evaluation Center, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Information Technology Security Evaluation Center, Beijing, China","institution_ids":["https://openalex.org/I4210160629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461419","display_name":"Na Wang","orcid":"https://orcid.org/0000-0002-8687-8820"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Wang","raw_affiliation_strings":["China Information Technology Security Evaluation Center, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Information Technology Security Evaluation Center, Beijing, China","institution_ids":["https://openalex.org/I4210160629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112604661","display_name":"Shancang Li","orcid":"https://orcid.org/0000-0001-5663-7420"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shancang Li","raw_affiliation_strings":["Department of Computer Science, University of the West of England, Bristol, BS16 1QY, UK"],"raw_orcid":"https://orcid.org/0000-0001-5663-7420","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of the West of England, Bristol, BS16 1QY, UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100770003","display_name":"Geyong Min","orcid":"https://orcid.org/0000-0003-1395-7314"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Geyong Min","raw_affiliation_strings":["Department of Computer Science, University of Exeter, Exeter, EX4 4PY, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Exeter, Exeter, EX4 4PY, UK","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062212392","display_name":"Zhiwei Zhao","orcid":"https://orcid.org/0000-0001-5293-0558"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5112604661"],"corresponding_institution_ids":["https://openalex.org/I178535277"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":3.4996,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.93694809,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"26","issue":"6","first_page":"2227","last_page":"2238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","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/T10764","display_name":"Privacy-Preserving Technologies in Data","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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9970999956130981,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9961000084877014,"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":0.8207046985626221},{"id":"https://openalex.org/keywords/anonymity","display_name":"Anonymity","score":0.6738474369049072},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6418484449386597},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5820074081420898},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5519171357154846},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5280564427375793},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.48357054591178894},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4596428871154785},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4200289249420166},{"id":"https://openalex.org/keywords/k-anonymity","display_name":"k-anonymity","score":0.41240444779396057},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36027318239212036},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3580717444419861},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3315495252609253},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27920836210250854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8207046985626221},{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.6738474369049072},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6418484449386597},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5820074081420898},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5519171357154846},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5280564427375793},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.48357054591178894},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4596428871154785},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4200289249420166},{"id":"https://openalex.org/C2777706471","wikidata":"https://www.wikidata.org/wiki/Q17061432","display_name":"k-anonymity","level":3,"score":0.41240444779396057},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36027318239212036},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3580717444419861},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3315495252609253},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27920836210250854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10796-021-10116-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-021-10116-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-021-10116-w.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infosf:v:26:y:2024:i:6:d:10.1007_s10796-021-10116-w","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-021-10116-w","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10796-021-10116-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-021-10116-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-021-10116-w.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3161545116.pdf","grobid_xml":"https://content.openalex.org/works/W3161545116.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1986306817","https://openalex.org/W2005991660","https://openalex.org/W2010634904","https://openalex.org/W2038194220","https://openalex.org/W2051482883","https://openalex.org/W2107318550","https://openalex.org/W2163605368","https://openalex.org/W2577890328","https://openalex.org/W2582825155","https://openalex.org/W2789444712","https://openalex.org/W2792987120","https://openalex.org/W2795992929","https://openalex.org/W2800696118","https://openalex.org/W2801103464","https://openalex.org/W2883330559","https://openalex.org/W2895804062","https://openalex.org/W2898186212","https://openalex.org/W2900854145","https://openalex.org/W2906533924","https://openalex.org/W2911377753","https://openalex.org/W2912046150","https://openalex.org/W2914773061","https://openalex.org/W2924536525","https://openalex.org/W2933424288","https://openalex.org/W2940523353","https://openalex.org/W2942466912","https://openalex.org/W2942869421","https://openalex.org/W2950590641","https://openalex.org/W2955762811","https://openalex.org/W2958257718","https://openalex.org/W2960946585","https://openalex.org/W2963313259","https://openalex.org/W2963693643","https://openalex.org/W2964240787","https://openalex.org/W2964881778","https://openalex.org/W2969945192","https://openalex.org/W2995286220","https://openalex.org/W2998921348","https://openalex.org/W3006456063","https://openalex.org/W3013420945","https://openalex.org/W3034539390","https://openalex.org/W3041938240","https://openalex.org/W3044454104","https://openalex.org/W3046930498","https://openalex.org/W3049739354","https://openalex.org/W3102834148","https://openalex.org/W3103272945","https://openalex.org/W4234713688"],"related_works":["https://openalex.org/W2381086482","https://openalex.org/W2355715322","https://openalex.org/W223766737","https://openalex.org/W2353100240","https://openalex.org/W1625052858","https://openalex.org/W3105058304","https://openalex.org/W2010323877","https://openalex.org/W2057844631","https://openalex.org/W1987868057","https://openalex.org/W2481848121"],"abstract_inverted_index":{"Abstract":[0],"The":[1,101],"Internet":[2],"of":[3,26,118],"Things":[4],"(IoT)":[5],"and":[6,18,24,34,61,83,92],"Industrial":[7,35],"4.0":[8,36],"bring":[9],"enormous":[10],"potential":[11],"benefits":[12],"by":[13,80],"enabling":[14],"highly":[15],"customised":[16],"services":[17],"applications,":[19],"which":[20],"create":[21],"huge":[22],"volume":[23],"variety":[25],"data.":[27,120],"However,":[28],"preserving":[29],"the":[30,106,116,119],"privacy":[31,85,112],"in":[32,53],"IoT":[33,81,99],"against":[37],"re-identification":[38],"attacks":[39],"is":[40],"very":[41],"challenging.":[42],"In":[43],"this":[44],"work,":[45],"we":[46],"considered":[47],"three":[48],"main":[49],"data":[50,56,59,63,70,78,91,94],"types":[51],"generated":[52],"IoT:":[54],"context":[55],",":[57,60],"continuous":[58,90],"media":[62,93],".":[64],"We":[65],"first":[66],"proposed":[67,96,107],"a":[68],"stream":[69],"anonymisation":[71],"method":[72],"based":[73],"on":[74],"k":[75],"-anonymity":[76],"for":[77,88,97],"collected":[79],"devices;":[82],"then":[84],"enhancing":[86],"techniques":[87,108],"both":[89],"were":[95],"different":[98],"scenarios.":[100],"experiment":[102],"results":[103],"show":[104],"that":[105],"can":[109],"well":[110],"preserve":[111],"without":[113],"significantly":[114],"affecting":[115],"utility":[117]},"counts_by_year":[{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}