{"id":"https://openalex.org/W4400034246","doi":"https://doi.org/10.1109/eais58494.2024.10570000","title":"Privacy\u2010preserving distributed learning with chaotic maps","display_name":"Privacy\u2010preserving distributed learning with chaotic maps","publication_year":2024,"publication_date":"2024-05-23","ids":{"openalex":"https://openalex.org/W4400034246","doi":"https://doi.org/10.1109/eais58494.2024.10570000"},"language":"en","primary_location":{"id":"doi:10.1109/eais58494.2024.10570000","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/eais58494.2024.10570000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)","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/A5077946760","display_name":"Irina Ar\u00e9valo","orcid":"https://orcid.org/0000-0002-8967-0208"},"institutions":[{"id":"https://openalex.org/I4403386682","display_name":"CUNEF Universidad","ror":"https://ror.org/02web8j86","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386682"]},{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Irina Ar\u00e9valo","raw_affiliation_strings":["CUNEF Universidad,Madrid,Spain","CUNEF Universidad, Madrid, Spain","Universidad Pablo de Olavide, Seville, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CUNEF Universidad,Madrid,Spain","institution_ids":["https://openalex.org/I4403386682"]},{"raw_affiliation_string":"CUNEF Universidad, Madrid, Spain","institution_ids":["https://openalex.org/I4403386682"]},{"raw_affiliation_string":"Universidad Pablo de Olavide, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jose L. Salmeron","orcid":null},"institutions":[{"id":"https://openalex.org/I4403386682","display_name":"CUNEF Universidad","ror":"https://ror.org/02web8j86","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386682"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose L. Salmeron","raw_affiliation_strings":["CUNEF Universidad,Madrid,Spain","CUNEF Universidad, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CUNEF Universidad,Madrid,Spain","institution_ids":["https://openalex.org/I4403386682"]},{"raw_affiliation_string":"CUNEF Universidad, Madrid, Spain","institution_ids":["https://openalex.org/I4403386682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046924973","display_name":"Iv\u00e1n Romero\u2010Estudillo","orcid":"https://orcid.org/0000-0003-3924-3598"},"institutions":[{"id":"https://openalex.org/I4403386682","display_name":"CUNEF Universidad","ror":"https://ror.org/02web8j86","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386682"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ivan Romero","raw_affiliation_strings":["CUNEF Universidad,Madrid,Spain","CUNEF Universidad, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CUNEF Universidad,Madrid,Spain","institution_ids":["https://openalex.org/I4403386682"]},{"raw_affiliation_string":"CUNEF Universidad, Madrid, Spain","institution_ids":["https://openalex.org/I4403386682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7112,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67746477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"108","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9904000163078308,"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":0.9904000163078308,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9887999892234802,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9799000024795532,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.736009955406189},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5837290287017822},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33641260862350464},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33626294136047363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3037233352661133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.736009955406189},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5837290287017822},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33641260862350464},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33626294136047363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3037233352661133}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eais58494.2024.10570000","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/eais58494.2024.10570000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1484769234","https://openalex.org/W2035793819","https://openalex.org/W2036990940","https://openalex.org/W2045348364","https://openalex.org/W2092394555","https://openalex.org/W2095224843","https://openalex.org/W2112340198","https://openalex.org/W2344135745","https://openalex.org/W2476718972","https://openalex.org/W2530417694","https://openalex.org/W2560897075","https://openalex.org/W2564004164","https://openalex.org/W2606882085","https://openalex.org/W2766831133","https://openalex.org/W2769949722","https://openalex.org/W2773194476","https://openalex.org/W2896327000","https://openalex.org/W2944951172","https://openalex.org/W2945581919","https://openalex.org/W2964162474","https://openalex.org/W2989289980","https://openalex.org/W2999267720","https://openalex.org/W3003615630","https://openalex.org/W3016632787","https://openalex.org/W3024011205","https://openalex.org/W3033511014","https://openalex.org/W3039730552","https://openalex.org/W3041509883","https://openalex.org/W3045991950","https://openalex.org/W3080261024","https://openalex.org/W3100779497","https://openalex.org/W3103989228","https://openalex.org/W3109639951","https://openalex.org/W3129046134","https://openalex.org/W3134697179","https://openalex.org/W3145924693","https://openalex.org/W3162518478","https://openalex.org/W3164712068","https://openalex.org/W3196463200","https://openalex.org/W3206431085","https://openalex.org/W4205480542","https://openalex.org/W4225668582","https://openalex.org/W4226322346","https://openalex.org/W4292411782","https://openalex.org/W4298325559","https://openalex.org/W4318619660","https://openalex.org/W4353111936","https://openalex.org/W6629002347","https://openalex.org/W6720608135","https://openalex.org/W6746388805","https://openalex.org/W6752600739","https://openalex.org/W6777579867"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Federated":[0],"learning":[1,6,17],"is":[2,74],"a":[3,15,44,48],"distributed":[4],"machine":[5,16],"approach":[7],"that":[8,72],"allows":[9],"several":[10],"participants":[11],"to":[12,32],"train":[13],"collaboratively":[14],"model":[18],"without":[19],"the":[20,23,33,36,41,59],"data":[21],"leaving":[22],"participant\u2019s":[24],"premises.":[25],"Nevertheless":[26],"there":[27,73],"are":[28],"still":[29],"risks":[30],"associated":[31],"privacy":[34,56,63],"of":[35,61,77],"data.":[37],"In":[38],"this":[39],"research":[40],"authors":[42],"develop":[43],"framework":[45],"for":[46],"training":[47],"federated":[49],"Fuzzy":[50],"Cognitive":[51],"Map":[52],"with":[53],"an":[54],"additional":[55],"layer":[57],"in":[58],"form":[60],"differential":[62],"or":[64],"chaotic":[65],"maps-based":[66],"encryption.":[67],"The":[68],"experimental":[69],"tests":[70],"show":[71],"no":[75],"loss":[76],"performance":[78],"by":[79],"adding":[80],"either":[81],"privacy-preserving":[82],"method.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
