{"id":100519,"date":"2021-06-15T16:22:49","date_gmt":"2021-06-15T14:22:50","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/google-otkryl-instrumentarij-dlya-polnogo-gomomorfnogo-shifrovaniya"},"modified":"2021-06-15T16:22:49","modified_gmt":"2021-06-15T14:22:50","slug":"google-otkryl-instrumentarij-dlya-polnogo-gomomorfnogo-shifrovaniya","status":"publish","type":"post","link":"https:\/\/prohoster.info\/cs\/blog\/news\/google-otkryl-instrumentarij-dlya-polnogo-gomomorfnogo-shifrovaniya","title":{"rendered":"Google otev\u0159el n\u00e1stroj pro \u00fapln\u00e9 homomorfn\u00ed \u0161ifrov\u00e1n\u00ed.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Spole\u010dnost Google zve\u0159ejnila otev\u0159enou sadu knihoven a n\u00e1stroj\u016f s implementac\u00ed syst\u00e9mu \u00fapln\u00e9ho homomorfn\u00edho \u0161ifrov\u00e1n\u00ed, kter\u00fd umo\u017e\u0148uje zpracov\u00e1vat data v za\u0161ifrovan\u00e9 podob\u011b, kter\u00e1 se b\u011bhem \u017e\u00e1dn\u00fdch v\u00fdpo\u010dt\u016f neobjevuj\u00ed v otev\u0159en\u00e9 podob\u011b. N\u00e1stroj poskytuje mo\u017enost vytv\u00e1\u0159et programy pro d\u016fv\u011brn\u00e9 v\u00fdpo\u010dty, kter\u00e9 mohou pracovat s daty bez de\u0161ifrov\u00e1n\u00ed, v\u010detn\u011b prov\u00e1d\u011bn\u00ed matematick\u00fdch a jednoduch\u00fdch \u0159et\u011bzcov\u00fdch operac\u00ed nad za\u0161ifrovan\u00fdmi daty. K\u00f3d projektu je naps\u00e1n v jazyce C++ a \u0161\u00ed\u0159\u00ed se pod licenc\u00ed Apache 2.0. <\/p>\n

Na rozd\u00edl od end-to-end \u0161ifrov\u00e1n\u00ed, homomorfn\u00ed \u0161ifrov\u00e1n\u00ed krom\u011b ochrany p\u0159enosu dat umo\u017e\u0148uje zpracov\u00e1n\u00ed dat bez jejich de\u0161ifrov\u00e1n\u00ed. \u00dapln\u00e1 homomorfnost znamen\u00e1 mo\u017enost vykon\u00e1vat operace s\u010d\u00edt\u00e1n\u00ed a n\u00e1soben\u00ed nad za\u0161ifrovan\u00fdmi daty, na jejich\u017e z\u00e1klad\u011b lze realizovat jak\u00e9koli libovoln\u00e9 v\u00fdpo\u010dty. V\u00fdstupem je za\u0161ifrovan\u00fd v\u00fdsledek, kter\u00fd by byl analogick\u00fd \u0161ifrov\u00e1n\u00ed v\u00fdsledku podobn\u00fdch operac\u00ed nad p\u016fvodn\u00edmi daty. <\/p>\n

Pr\u00e1ce s daty p\u0159i homomorfn\u00edm \u0161ifrov\u00e1n\u00ed spo\u010d\u00edv\u00e1 v tom, \u017ee u\u017eivatel za\u0161ifruje data a bez odhalen\u00ed kl\u00ed\u010d\u016f je p\u0159ed\u00e1v\u00e1 k zpracov\u00e1n\u00ed do t\u0159et\u00edho servisu. Tento servis vykon\u00e1v\u00e1 po\u017eadovan\u00e9 v\u00fdpo\u010dty a vytv\u00e1\u0159\u00ed za\u0161ifrovan\u00fd v\u00fdsledek, ani\u017e by m\u011bl mo\u017enost zjistit, s jak\u00fdmi konkr\u00e9tn\u00edmi daty pracuje. U\u017eivatel pomoc\u00ed sv\u00fdch kl\u00ed\u010d\u016f de\u0161ifruje vydan\u00e1 data a z\u00edsk\u00e1v\u00e1 v\u00fdsledek v otev\u0159en\u00e9 podob\u011b.

\"Google<\/center> <\/p>\n

Mezi oblasti pou\u017eit\u00ed homomorfn\u00edho \u0161ifrov\u00e1n\u00ed pat\u0159\u00ed vytv\u00e1\u0159en\u00ed cloudov\u00fdch slu\u017eeb pro d\u016fv\u011brn\u00e9 v\u00fdpo\u010dty, realizace syst\u00e9m\u016f elektronick\u00e9ho hlasov\u00e1n\u00ed, vytv\u00e1\u0159en\u00ed anonymizovan\u00fdch protokol\u016f pro sm\u011brov\u00e1n\u00ed, zpracov\u00e1n\u00ed po\u017eadavk\u016f nad za\u0161ifrovan\u00fdmi daty v datab\u00e1zov\u00fdch syst\u00e9mech, d\u016fv\u011brn\u00e9 tr\u00e9nov\u00e1n\u00ed syst\u00e9m\u016f strojov\u00e9ho u\u010den\u00ed. <\/p>\n

Nap\u0159\u00edklad homomorfn\u00ed \u0161ifrov\u00e1n\u00ed bude u\u017eite\u010dn\u00e9 v l\u00e9ka\u0159sk\u00fdch aplikac\u00edch, kter\u00e9 budou moci p\u0159ij\u00edmat d\u016fv\u011brn\u00e9 informace od pacient\u016f za\u0161ifrovan\u00e9 a poskytnout zdravotnick\u00fdm pracovn\u00edk\u016fm mo\u017enost prov\u00e1d\u011bt anal\u00fdzu a odhalovat odchylky bez de\u0161ifrov\u00e1n\u00ed. Homomorfn\u00ed \u0161ifrov\u00e1n\u00ed tak\u00e9 m\u016f\u017ee pomoci p\u0159i v\u00fdzkumech zkoum\u00e1-j\u00edc\u00edch vztah mezi nemocemi a ur\u010dit\u00fdmi genetick\u00fdmi mutacemi, kde je nutn\u00e1 anal\u00fdza tis\u00edc\u016f vzork\u016f genetick\u00fdch informac\u00ed. <\/p>\n

Hlavn\u00edm rysem publikovan\u00fdch n\u00e1stroj\u016f je mo\u017enost vytv\u00e1\u0159et programy pro zpracov\u00e1n\u00ed za\u0161ifrovan\u00fdch dat pomoc\u00ed standardn\u00edch praktik v\u00fdvoje v jazyce C++. Pomoc\u00ed dod\u00e1van\u00e9ho transpileru se program v C++ p\u0159etv\u00e1\u0159\u00ed na speci\u00e1ln\u00ed dialekt FHE-C++, schopn\u00fd pracovat se za\u0161ifrovan\u00fdmi daty.

\"Google<\/center>
\n
Zdroj: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u0438 \u0443\u0442\u0438\u043b\u0438\u0442 \u0441 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043f\u043e\u043b\u043d\u043e\u0433\u043e \u0433\u043e\u043c\u043e\u043c\u043e\u0440\u0444\u043d\u043e\u0433\u043e \u0448\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0439 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0432 \u0448\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u043c \u0432\u0438\u0434\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0435 \u0444\u0438\u0433\u0443\u0440\u0438\u0440\u0443\u044e\u0442 \u0432 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u0444\u043e\u0440\u043c\u0435 \u043d\u0438 \u043d\u0430 \u043e\u0434\u043d\u043e\u043c \u0438\u0437 \u044d\u0442\u0430\u043f\u043e\u0432 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439. \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u0430\u0451\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0434\u043b\u044f \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0431\u0435\u0437 \u0440\u0430\u0441\u0448\u0438\u0444\u0440\u043e\u0432\u043a\u0438, \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438 \u043f\u0440\u043e\u0441\u0442\u044b\u0435 \u0441\u0442\u0440\u043e\u043a\u043e\u0432\u044b\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":100520,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-100519","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Google zp\u0159\u00edstupnil n\u00e1stroj pro \u00fapln\u00e9 homomorfn\u00ed \u0161ifrov\u00e1n\u00ed | ProHoster","description":"Spole\u010dnost Google zve\u0159ejnila otev\u0159enou sadu knihoven a utilit s implementac\u00ed syst\u00e9mu \u00fapln\u00e9ho homomorfn\u00edho \u0161ifrov\u00e1n\u00ed, kter\u00fd umo\u017e\u0148uje zpracov\u00e1vat data v za\u0161ifrovan\u00e9 podob\u011b, kter\u00e1 se neobjevuj\u00ed v otev\u0159en\u00e9 form\u011b.","canonical_url":"https:\/\/prohoster.info\/cs\/blog\/news\/google-otkryl-instrumentarij-dlya-polnogo-gomomorfnogo-shifrovaniya","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"cs_CZ","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47Google \u043e\u0442\u043a\u0440\u044b\u043b \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u043b\u044f \u043f\u043e\u043b\u043d\u043e\u0433\u043e \u0433\u043e\u043c\u043e\u043c\u043e\u0440\u0444\u043d\u043e\u0433\u043e \u0448\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u0438\u044f | ProHoster","og:description":"\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u0438 \u0443\u0442\u0438\u043b\u0438\u0442 \u0441 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043f\u043e\u043b\u043d\u043e\u0433\u043e \u0433\u043e\u043c\u043e\u043c\u043e\u0440\u0444\u043d\u043e\u0433\u043e \u0448\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0439 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0432 \u0448\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u043c \u0432\u0438\u0434\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0435 \u0444\u0438\u0433\u0443\u0440\u0438\u0440\u0443\u044e\u0442 \u0432 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u0444\u043e\u0440\u043c\u0435 \u043d\u0438 \u043d\u0430.","og:url":"https:\/\/prohoster.info\/cs\/blog\/news\/google-otkryl-instrumentarij-dlya-polnogo-gomomorfnogo-shifrovaniya","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2021-06-15T14:22:50+00:00","article:modified_time":"2021-06-15T14:22:50+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"100519","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":null,"breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-06-15 14:31:40","updated":"2022-09-28 01:24:44","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/posts\/100519","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/comments?post=100519"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/posts\/100519\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/media\/100520"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/media?parent=100519"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/categories?post=100519"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/cs\/wp-json\/wp\/v2\/tags?post=100519"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}