{"id":"https://openalex.org/W4411578119","doi":"https://doi.org/10.5220/0013458900003979","title":"Privacy-Preserving Machine Learning in IoT: A Study of Data Obfuscation Methods","display_name":"Privacy-Preserving Machine Learning in IoT: A Study of Data Obfuscation Methods","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411578119","doi":"https://doi.org/10.5220/0013458900003979"},"language":"en","primary_location":{"id":"doi:10.5220/0013458900003979","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013458900003979","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd International Conference on Security and Cryptography","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013458900003979","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070439579","display_name":"Yonan Yonan","orcid":null},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Yonan Yonan","raw_affiliation_strings":["School of Information Technology, Halmstad University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Halmstad University, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032687173","display_name":"M. F. L. Abdullah","orcid":"https://orcid.org/0000-0003-0310-4051"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mohammad Abdullah","raw_affiliation_strings":["School of Information Technology, Halmstad University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Halmstad University, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051422212","display_name":"Felix Nilsson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Felix Nilsson","raw_affiliation_strings":["HMS Industrial Networks, Halmstad, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HMS Industrial Networks, Halmstad, Sweden","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000252930","display_name":"Mahdi Fazeli","orcid":"https://orcid.org/0000-0002-2874-6256"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mahdi Fazeli","raw_affiliation_strings":["School of Information Technology, Halmstad University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Halmstad University, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004529123","display_name":"Ahmad Patooghy","orcid":"https://orcid.org/0000-0003-2647-2797"},"institutions":[{"id":"https://openalex.org/I35777872","display_name":"North Carolina Agricultural and Technical State University","ror":"https://ror.org/02aze4h65","country_code":"US","type":"education","lineage":["https://openalex.org/I35777872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmad Patooghy","raw_affiliation_strings":["Department of Computer Systems Technology, North Carolina A&T State University, NC, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Systems Technology, North Carolina A&T State University, NC, U.S.A","institution_ids":["https://openalex.org/I35777872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032811876","display_name":"S\u0142awomir Nowaczyk","orcid":"https://orcid.org/0000-0002-7796-5201"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Slawomir Nowaczyk","raw_affiliation_strings":["School of Information Technology, Halmstad University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Halmstad University, Sweden","institution_ids":["https://openalex.org/I746986"]}]}],"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":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"347","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9810000061988831,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.979200005531311,"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/obfuscation","display_name":"Obfuscation","score":0.9212826490402222},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.814039945602417},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7223533987998962},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5272293090820312},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.434466689825058},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3274967074394226}],"concepts":[{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.9212826490402222},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.814039945602417},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7223533987998962},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5272293090820312},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.434466689825058},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3274967074394226}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0013458900003979","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013458900003979","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd International Conference on Security and Cryptography","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0013458900003979","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013458900003979","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd International Conference on Security and Cryptography","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4224216661","https://openalex.org/W2132360941","https://openalex.org/W3210347767","https://openalex.org/W2066014542","https://openalex.org/W67940504","https://openalex.org/W2024170198","https://openalex.org/W2152144666","https://openalex.org/W1819617256","https://openalex.org/W2596984206","https://openalex.org/W1507511632"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}