{"id":"https://openalex.org/W4281391121","doi":"https://doi.org/10.1145/3488932.3523253","title":"Privacy-Preserving Deep Sequential Model with Matrix Homomorphic Encryption","display_name":"Privacy-Preserving Deep Sequential Model with Matrix Homomorphic Encryption","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4281391121","doi":"https://doi.org/10.1145/3488932.3523253"},"language":"en","primary_location":{"id":"doi:10.1145/3488932.3523253","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3488932.3523253","pdf_url":null,"source":{"id":"https://openalex.org/S4363609011","display_name":"Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security","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/A5102813831","display_name":"Jaehee Jang","orcid":"https://orcid.org/0000-0003-0322-5654"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jaehee Jang","raw_affiliation_strings":["Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007851185","display_name":"Younho Lee","orcid":"https://orcid.org/0000-0003-1767-6165"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Younho Lee","raw_affiliation_strings":["Seoul National University of Science and Technology, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University of Science and Technology, Seoul, South Korea","institution_ids":["https://openalex.org/I118373667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048344015","display_name":"Andrey Kim","orcid":"https://orcid.org/0000-0002-6739-672X"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Andrey Kim","raw_affiliation_strings":["Samsung Advanced Institute of Technology, Suwon, South Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Suwon, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032119416","display_name":"Byunggook Na","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byunggook Na","raw_affiliation_strings":["Samsung Advanced Institute of Technology, Suwon, South Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Suwon, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024695204","display_name":"Donggeon Yhee","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Donggeon Yhee","raw_affiliation_strings":["Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032450738","display_name":"Byounghan Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byounghan Lee","raw_affiliation_strings":["Seoul National University of Science and Technology, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University of Science and Technology, Seoul, South Korea","institution_ids":["https://openalex.org/I118373667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044011121","display_name":"Jung Hee Cheon","orcid":"https://orcid.org/0000-0002-7085-2220"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jung Hee Cheon","raw_affiliation_strings":["Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086877012","display_name":"Sungroh Yoon","orcid":"https://orcid.org/0000-0002-2367-197X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungroh Yoon","raw_affiliation_strings":["Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5102813831"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":2.5045,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.91043985,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"377","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.9998999834060669,"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":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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":0.9919000267982483,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.9179396629333496},{"id":"https://openalex.org/keywords/plaintext","display_name":"Plaintext","score":0.7697342038154602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.748992383480072},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.7166849374771118},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5177768468856812},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.47850242257118225},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.44761404395103455},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4390348494052887},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42777884006500244},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41655904054641724},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.41367512941360474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37814798951148987},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20315071940422058},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1533452570438385}],"concepts":[{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.9179396629333496},{"id":"https://openalex.org/C92717368","wikidata":"https://www.wikidata.org/wiki/Q1162538","display_name":"Plaintext","level":3,"score":0.7697342038154602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.748992383480072},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7166849374771118},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5177768468856812},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47850242257118225},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.44761404395103455},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4390348494052887},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42777884006500244},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41655904054641724},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.41367512941360474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37814798951148987},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20315071940422058},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1533452570438385},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3488932.3523253","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3488932.3523253","pdf_url":null,"source":{"id":"https://openalex.org/S4363609011","display_name":"Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2007653503","https://openalex.org/W2031533839","https://openalex.org/W2071825329","https://openalex.org/W2098290658","https://openalex.org/W2179033149","https://openalex.org/W2401959250","https://openalex.org/W2402235285","https://openalex.org/W2514587965","https://openalex.org/W2701059868","https://openalex.org/W2752929869","https://openalex.org/W2768174108","https://openalex.org/W2794974431","https://openalex.org/W2801491268","https://openalex.org/W2896938420","https://openalex.org/W3012457899","https://openalex.org/W3032769455","https://openalex.org/W4200426685"],"related_works":["https://openalex.org/W3028898974","https://openalex.org/W2384844478","https://openalex.org/W1755636270","https://openalex.org/W3192883662","https://openalex.org/W4386907889","https://openalex.org/W2912162584","https://openalex.org/W4388894064","https://openalex.org/W2362689357","https://openalex.org/W2886853612","https://openalex.org/W2095222155"],"abstract_inverted_index":{"Making":[0],"deep":[1,77],"neural":[2],"networks":[3],"available":[4,46],"as":[5,113,115],"a":[6,76,81,121],"service":[7],"introduces":[8],"privacy":[9,28],"problems,":[10],"for":[11],"which":[12],"homomorphic":[13],"encryption":[14],"of":[15,33,44,50,98,109],"both":[16],"model":[17,79,91],"and":[18,47,64,96,100],"user":[19],"data":[20,38],"potentially":[21],"offers":[22],"the":[23,26,31,42,48,72,89,106,110,116],"solution":[24],"at":[25],"highest":[27],"level.":[29],"However,":[30],"difficulty":[32],"operating":[34],"on":[35],"homomorphically":[36],"encrypted":[37,111],"has":[39],"hitherto":[40],"limited":[41],"range":[43],"operations":[45,65],"depth":[49],"networks.":[51],"We":[52,87,103],"introduce":[53],"an":[54],"extended":[55],"CKKS":[56],"scheme":[57],"MatHEAAN":[58,73],"to":[59],"provide":[60],"efficient":[61],"matrix":[62],"representations":[63],"together":[66],"with":[67,80,120],"improved":[68],"noise":[69],"control.":[70],"Using":[71],"we":[74],"developed":[75],"sequential":[78],"gated":[82],"recurrent":[83],"unit":[84],"called":[85],"MatHEGRU.":[86],"evaluated":[88],"proposed":[90],"using":[92],"sequence":[93],"modeling,":[94],"regression,":[95],"classification":[97],"images":[99],"genome":[101],"sequences.":[102],"show":[104],"that":[105],"hidden":[107],"states":[108],"model,":[112],"well":[114],"results,":[117],"are":[118],"consistent":[119],"plaintext":[122],"model.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
