{"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\/pt\/blog\/news\/google-otkryl-instrumentarij-dlya-polnogo-gomomorfnogo-shifrovaniya","title":{"rendered":"O Google lan\u00e7ou um conjunto de ferramentas para criptografia homom\u00f3rfica completa","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>A Google publicou um conjunto aberto de bibliotecas e utilit\u00e1rios com uma implementa\u00e7\u00e3o de sistema de criptografia homom\u00f3rfica completa que permite processar dados em formato criptografado, sem que estejam expostos em nenhuma fase dos c\u00e1lculos. A ferramenta possibilita a cria\u00e7\u00e3o de programas para computa\u00e7\u00f5es confidenciais, capazes de trabalhar com dados sem decifr\u00e1-los, incluindo a execu\u00e7\u00e3o de opera\u00e7\u00f5es matem\u00e1ticas e simples opera\u00e7\u00f5es de strings sobre dados criptografados. O c\u00f3digo do projeto foi escrito em C++ e \u00e9 distribu\u00eddo sob a licen\u00e7a Apache 2.0.      <\/p>\n<p> Diferentemente da criptografia de ponta a ponta, a criptografia homom\u00f3rfica, al\u00e9m de proteger a transmiss\u00e3o de dados, proporciona a capacidade de processar dados sem a sua decodifica\u00e7\u00e3o. A plena homomorfia refere-se \u00e0 capacidade de realizar opera\u00e7\u00f5es de adi\u00e7\u00e3o e multiplica\u00e7\u00e3o em dados criptografados, a partir das quais \u00e9 poss\u00edvel implementar qualquer c\u00e1lculo arbitr\u00e1rio. O resultado \u00e9 um dado criptografado que seria an\u00e1logo \u00e0 criptografia do resultado de opera\u00e7\u00f5es semelhantes sobre os dados originais.     <\/p>\n<p>O trabalho com dados na criptografia homom\u00f3rfica envolve o usu\u00e1rio criptografando dados e, sem revelar chaves, os enviando para processamento em um servi\u00e7o externo. Este servi\u00e7o realiza os c\u00e1lculos solicitados e gera um resultado criptografado, sem ter a capacidade de determinar com quais dados exatos ele est\u00e1 lidando. O usu\u00e1rio, utilizando suas chaves, decifra os dados recebidos e obt\u00e9m o resultado em formato aberto.  <center><img decoding=\"async\" alt=\"O Google lan\u00e7ou um conjunto de ferramentas para criptografia homom\u00f3rfica completa\" src=\"\/wp-content\/uploads\/2021\/06\/d7a474a1188fe2f9a5cc5b02ee71e14a.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<p>As \u00e1reas de aplica\u00e7\u00e3o da criptografia homom\u00f3rfica incluem a cria\u00e7\u00e3o de servi\u00e7os de nuvem para computa\u00e7\u00f5es confidenciais, a implementa\u00e7\u00e3o de sistemas de vota\u00e7\u00e3o eletr\u00f4nica, a cria\u00e7\u00e3o de protocolos de roteamento anonimizado, o processamento de consultas sobre dados criptografados em SGBDs e o treinamento confidencial de sistemas de aprendizado de m\u00e1quina.     <\/p>\n<p>Por exemplo, a criptografia homom\u00f3rfica pode ser \u00fatil em aplica\u00e7\u00f5es m\u00e9dicas, que poder\u00e3o receber informa\u00e7\u00f5es confidenciais dos pacientes em formato criptografado e oferecer aos profissionais de sa\u00fade a possibilidade de analisar e identificar desvios sem a necessidade de descriptografar. A criptografia homom\u00f3rfica tamb\u00e9m pode ajudar em pesquisas que estudam a rela\u00e7\u00e3o entre doen\u00e7as e certas muta\u00e7\u00f5es gen\u00e9ticas, nas quais \u00e9 necess\u00e1rio analisar milhares de amostras de informa\u00e7\u00f5es gen\u00e9ticas.       <\/p>\n<p>Uma caracter\u00edstica distintiva do conjunto de ferramentas publicado \u00e9 a capacidade de criar programas para processar dados criptografados, utilizando pr\u00e1ticas de desenvolvimento padr\u00e3o na linguagem C++. Com o transpiler fornecido, o programa em C++ \u00e9 convertido para um dialeto especial FHE-C++, capaz de trabalhar com dados criptografados.      <center><img decoding=\"async\" alt=\"O Google lan\u00e7ou um conjunto de ferramentas para criptografia homom\u00f3rfica completa\" src=\"\/wp-content\/uploads\/2021\/06\/caf5a1eef12d06b22f68758010ac763b.png\" style=\"display:block;margin: 0 auto;\" \/><\/center><br \/>\n<br \/>Fonte: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=55331\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\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 [&hellip;]<\/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<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\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 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