{"id":"https://openalex.org/W4407774401","doi":"https://doi.org/10.1145/3711129.3711230","title":"A privacy protection strategy based on homomorphic encryption and neural networks","display_name":"A privacy protection strategy based on homomorphic encryption and neural networks","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4407774401","doi":"https://doi.org/10.1145/3711129.3711230"},"language":"en","primary_location":{"id":"doi:10.1145/3711129.3711230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","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/A5006328735","display_name":"L.L. Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingli Liu","raw_affiliation_strings":["Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, Henan, China"],"raw_orcid":"https://orcid.org/0009-0008-3098-3155","affiliations":[{"raw_affiliation_string":"Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113399319","display_name":"Xiongxiong Du","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongxiong Du","raw_affiliation_strings":["Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, Henan, China"],"raw_orcid":"https://orcid.org/0009-0007-8051-830X","affiliations":[{"raw_affiliation_string":"Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011838585","display_name":"Ming-Cheng Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingcheng Ma","raw_affiliation_strings":["Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, Henan, China"],"raw_orcid":"https://orcid.org/0009-0005-3493-8018","affiliations":[{"raw_affiliation_string":"Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":null,"display_name":"Dong Wang","orcid":"https://orcid.org/0009-0006-2269-1123"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Wang","raw_affiliation_strings":["Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, Henan, China"],"raw_orcid":"https://orcid.org/0009-0006-2269-1123","affiliations":[{"raw_affiliation_string":"Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23624661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"586","last_page":"591"},"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9980000257492065,"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/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.9205640554428101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7323052883148193},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5698206424713135},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5572049021720886},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.5469889044761658},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5215259194374084},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.47898006439208984},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3587456941604614},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3366425633430481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21492820978164673}],"concepts":[{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.9205640554428101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7323052883148193},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5698206424713135},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5572049021720886},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.5469889044761658},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5215259194374084},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.47898006439208984},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3587456941604614},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3366425633430481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21492820978164673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711129.3711230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W4378903350","https://openalex.org/W4386418119","https://openalex.org/W4387319563","https://openalex.org/W4389322581","https://openalex.org/W4390205000","https://openalex.org/W4392167717","https://openalex.org/W4399209567","https://openalex.org/W4399430360","https://openalex.org/W4400642819","https://openalex.org/W4401125630"],"related_works":["https://openalex.org/W3022534164","https://openalex.org/W4396832952","https://openalex.org/W3046095319","https://openalex.org/W3197497514","https://openalex.org/W1591172238","https://openalex.org/W2111194702","https://openalex.org/W2972172135","https://openalex.org/W2116878667","https://openalex.org/W1787552957","https://openalex.org/W4300474583"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"incidents":[3],"of":[4,15,28,65],"data":[5,17,30,100,147],"abuse":[6],"and":[7,128,145],"privacy":[8,101],"leakage":[9],"remind":[10],"people":[11],"that":[12,106],"improper":[13],"use":[14],"big":[16],"technology":[18],"can":[19],"bring":[20],"disastrous":[21],"consequences.":[22],"To":[23],"realize":[24],"the":[25,63,66,96,140],"true":[26],"value":[27],"data,":[29],"sharing":[31],"is":[32,76,104,136],"needed.":[33],"This":[34],"paper":[35],"adopts":[36],"a":[37,41,51,57],"training":[38],"method":[39],"for":[40,69,112],"privacy-protecting":[42],"neural":[43,89],"network":[44,90],"model":[45],"based":[46],"on":[47,114],"homomorphic":[48,70,132],"encryption":[49,133],"in":[50,134],"cloud":[52,86],"computing":[53,91],"environment.":[54],"It":[55],"designs":[56],"piecewise":[58],"linear":[59],"activation":[60,67],"function":[61,68],"considering":[62],"role":[64],"computing.":[71],"A":[72],"ciphertext":[73,81],"update":[74],"strategy":[75],"proposed":[77],"to":[78,95,99,142],"control":[79],"weight":[80],"noise":[82],"growth.":[83],"Combined":[84],"with":[85],"computing,":[87],"complex":[88],"tasks":[92],"are":[93],"entrusted":[94],"cloud.":[97],"Applied":[98],"protection,":[102],"it":[103,138],"observed":[105],"AlexNet's":[107,126],"PPNN":[108],"takes":[109],"293.5":[110],"seconds":[111,144],"inference":[113],"CIFAR-10":[115],"or":[116],"MNIST.":[117],"The":[118],"lightweight":[119],"architecture":[120],"SqueezeNet":[121,135],"generated":[122],"by":[123],"EVA":[124],"amplifies":[125],"layers":[127],"adds":[129],"rescaling.":[130],"Although":[131],"slower,":[137],"reduces":[139],"delay":[141],"72.7":[143],"ensures":[146],"security.":[148]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}