{"id":"https://openalex.org/W2625189696","doi":"https://doi.org/10.1109/smartcomp.2017.7947011","title":"Fully Homomorphic Encryption for Classification in Machine Learning","display_name":"Fully Homomorphic Encryption for Classification in Machine Learning","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2625189696","doi":"https://doi.org/10.1109/smartcomp.2017.7947011","mag":"2625189696"},"language":"en","primary_location":{"id":"doi:10.1109/smartcomp.2017.7947011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartcomp.2017.7947011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Smart Computing (SMARTCOMP)","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/A5113873046","display_name":"Seiko Arita","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138172","display_name":"Institute of Information Security","ror":"https://ror.org/03rmfrm44","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210138172"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Seiko Arita","raw_affiliation_strings":["Graduate School of Information Security, Institute of Information Security, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Security, Institute of Information Security, Japan","institution_ids":["https://openalex.org/I4210138172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032149523","display_name":"Shota Nakasato","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138172","display_name":"Institute of Information Security","ror":"https://ror.org/03rmfrm44","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210138172"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shota Nakasato","raw_affiliation_strings":["Graduate School of Information Security, Institute of Information Security, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Security, Institute of Information Security, Japan","institution_ids":["https://openalex.org/I4210138172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113873046"],"corresponding_institution_ids":["https://openalex.org/I4210138172"],"apc_list":null,"apc_paid":null,"fwci":0.9751,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81653689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"24","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","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/T10237","display_name":"Cryptography and Data Security","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/T10720","display_name":"Complexity and Algorithms in Graphs","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11130","display_name":"Coding theory and cryptography","score":0.993399977684021,"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/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.9696555137634277},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.7443441152572632},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6969444155693054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6436278820037842},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6126675605773926},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5238882899284363},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45433691143989563},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44335421919822693},{"id":"https://openalex.org/keywords/homomorphic-secret-sharing","display_name":"Homomorphic secret sharing","score":0.43682146072387695},{"id":"https://openalex.org/keywords/learning-with-errors","display_name":"Learning with errors","score":0.41006675362586975},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30138593912124634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2803798317909241},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2797395586967468},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.2751295566558838},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10920026898384094},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.08634990453720093},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.05592280626296997}],"concepts":[{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.9696555137634277},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7443441152572632},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6969444155693054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6436278820037842},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6126675605773926},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5238882899284363},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45433691143989563},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44335421919822693},{"id":"https://openalex.org/C132161212","wikidata":"https://www.wikidata.org/wiki/Q5891458","display_name":"Homomorphic secret sharing","level":4,"score":0.43682146072387695},{"id":"https://openalex.org/C2779014939","wikidata":"https://www.wikidata.org/wiki/Q6510239","display_name":"Learning with errors","level":3,"score":0.41006675362586975},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30138593912124634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2803798317909241},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2797395586967468},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.2751295566558838},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10920026898384094},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.08634990453720093},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.05592280626296997},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartcomp.2017.7947011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartcomp.2017.7947011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Smart Computing (SMARTCOMP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W56743589","https://openalex.org/W133884053","https://openalex.org/W236632755","https://openalex.org/W1019809662","https://openalex.org/W1499695068","https://openalex.org/W1850468005","https://openalex.org/W2031533839","https://openalex.org/W2031738616","https://openalex.org/W2152926062","https://openalex.org/W2153886246","https://openalex.org/W2226167778","https://openalex.org/W2284068942","https://openalex.org/W3028867652","https://openalex.org/W6602288617","https://openalex.org/W6626351633","https://openalex.org/W6658429498","https://openalex.org/W6778434676"],"related_works":["https://openalex.org/W2963103512","https://openalex.org/W4316659877","https://openalex.org/W3029045823","https://openalex.org/W2400565204","https://openalex.org/W2885113919","https://openalex.org/W3174551526","https://openalex.org/W3121459986","https://openalex.org/W3177746997","https://openalex.org/W2950776700","https://openalex.org/W2501370794"],"abstract_inverted_index":{"Using":[0],"fully":[1,7],"homomorphic":[2,8,48],"encryption":[3,9,17],"scheme,":[4],"we":[5,46],"construct":[6,47],"scheme":[10],"FHE4GT":[11],"that":[12,22,51],"can":[13,52],"homomorphically":[14,53],"compute":[15],"an":[16],"of":[18,35],"the":[19,42],"greater-than":[20],"bit":[21],"indicates":[23],"x":[24,36],">":[25],"x'":[26],"or":[27],"not,":[28],"given":[29,56],"two":[30],"ciphertexts":[31],"c":[32],"and":[33,37],"c'":[34],"x',":[38],"respectively,":[39],"without":[40,59],"knowing":[41],"secret":[43],"key.":[44],"Then,":[45],"classifier":[49],"homClassify":[50],"classify":[54],"a":[55],"encrypted":[57],"data":[58],"decrypting":[60],"it,":[61],"using":[62],"machine":[63],"learned":[64],"parameters.":[65]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}