{"id":37838,"date":"2019-10-31T22:20:06","date_gmt":"2019-10-31T19:20:06","guid":{"rendered":"https:\/\/prohoster.info\/blog\/google-otkryl-kod-biblioteki-dlya-konfidentsialnoj-obrabotki-dannyh\/"},"modified":"2019-10-31T22:20:06","modified_gmt":"2019-10-31T19:20:06","slug":"google-otkryl-kod-biblioteki-dlya-konfidentsialnoj-obrabotki-dannyh","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/novosti-interneta\/google-otkryl-kod-biblioteki-dlya-konfidentsialnoj-obrabotki-dannyh","title":{"rendered":"Google avas andmete konfidentsiaalse t\u00f6\u00f6tlemise raamatukogu koodi.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Google <noindex><a rel=\"nofollow\" href=\"https:\/\/developers.googleblog.com\/2019\/09\/enabling-developers-and-organizations.html\">avalikustasin<\/a><\/noindex> raamatukogu l\u00e4htetekstid &#171;<noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/google\/differential-privacy\/\">Differential Privacy<\/a><\/noindex>&#187; meetodite rakendamisega <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%94%D0%B8%D1%84%D1%84%D0%B5%D1%80%D0%B5%D0%BD%D1%86%D0%B8%D0%B0%D0%BB%D1%8C%D0%BD%D0%B0%D1%8F_%D0%BF%D1%80%D0%B8%D0%B2%D0%B0%D1%82%D0%BD%D0%BE%D1%81%D1%82%D1%8C\">differentsiaalne privaatsus<\/a><\/noindex>, mis v\u00f5imaldavad piisavalt suure t\u00e4psusega statistilisi operatsioone andmehulgaga, ilma et oleks v\u00f5imalik tuvastada eraldi kirjeid selles. Raamatukogu kood on kirjutatud C++ keeles ja <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/google\/differential-privacy\/\">avatud<\/a><\/noindex> ainekood on litsentsitud Apache 2.0 all. <\/p>\n<p>Anal\u00fc\u00fcs, kasutades diferentsiaalset privaatsust, annab organisatsioonidele v\u00f5imaluse teostada anal\u00fc\u00fctilisi valimisi statistilistes andmebaasides, v\u00f5imaldades andmete jagamist ja andmete tuvastamise v\u00e4ltimist konkreetsete isikute kohta. N\u00e4iteks haiguste hoolduse erinevuste v\u00e4ljaselgitamiseks v\u00f5ib teadlastele anda teavet, mis v\u00f5imaldab v\u00f5rrelda keskmist aega, mille patsiendid veedavad haiglates, samas s\u00e4ilitades patsientide konfidentsiaalsuse ja v\u00e4ltides nende andmete eraldamist.<\/p>\n<p>Ettepanek raamatukogu sisaldab mitmete algoritmide rakendust, et luua agregatsioonistatistikat numbriliste andmehulkade p\u00f5hjal, sealhulgas konfidentsiaalset teavet. Algotitmide t\u00f6\u00f6 t\u00f5hususe kontrollimiseks pakutakse <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/google\/differential-privacy\/tree\/master\/differential_privacy\/testing\">stohhastilist proovi<\/a><\/noindex>. Algoritmid v\u00f5imaldavad andmetes teostada summade, arvu, keskmiste v\u00e4\u00e4rtuste, standardh\u00e4lbe, dispersiooni ja j\u00e4rjestikuste statistikate arvutusi, sealhulgas madalaima, k\u00f5rgeima ja mediaani m\u00e4\u00e4ramist. Samuti sisaldab see rakendust <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%94%D0%B8%D1%84%D1%84%D0%B5%D1%80%D0%B5%D0%BD%D1%86%D0%B8%D0%B0%D0%BB%D1%8C%D0%BD%D0%B0%D1%8F_%D0%BF%D1%80%D0%B8%D0%B2%D0%B0%D1%82%D0%BD%D0%BE%D1%81%D1%82%D1%8C#%D0%9C%D0%B5%D1%85%D0%B0%D0%BD%D0%B8%D0%B7%D0%BC_%D0%9B%D0%B0%D0%BF%D0%BB%D0%B0%D1%81%D0%B0\">Laplace'i mehhanismi<\/a><\/noindex>, mida saab kasutada arvutustes, mis ei kuulu etten\u00e4htud algoritmide alla.<\/p>\n<p>Teek kasutab moodulaarset arhitektuuri, mis v\u00f5imaldab olemasolevat funktsionaalsust laiendada ja lisada t\u00e4iendavaid mehhanisme, agregaatfunktsioone ja privaatsuse taseme haldamise vahendeid.<br \/>\nTeegi p\u00f5hjal PostgreSQL 11 andmebaasis <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/google\/differential-privacy\/tree\/master\/differential_privacy\/postgres\">valmis<\/a><\/noindex> laiendamine anon\u00fc\u00fcmsete agregaatfunktsioonide kogumiga, mis kasutab diferentsiaalse privaatsuse meetodeid &#8212; ANON_COUNT, ANON_SUM, ANON_AVG, ANON_VAR, ANON_STDDEV ja ANON_NTILE.<\/p>\n<p><noindex><a rel=\"nofollow\" name=\"link\"><\/a><\/noindex><\/p>\n<p>Allikas: <a \ncontent=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=51429\">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 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0442\u0435\u043a\u0441\u0442\u044b \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 &#171;Differential Privacy&#187; \u0441 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0434\u0438\u0444\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u043e\u0441\u0442\u0438, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0445 \u0441 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c\u044e \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u043d\u0430\u0434 \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445 \u0431\u0435\u0437 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u043f\u0438\u0441\u0435\u0439 \u0432 \u043d\u0451\u043c. \u041a\u043e\u0434 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 C++ \u0438 \u043e\u0442\u043a\u0440\u044b\u0442 \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 Apache 2.0. \u0410\u043d\u0430\u043b\u0438\u0437 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0434\u0438\u0444\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u043e\u0441\u0442\u0438 \u0434\u0430\u0451\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0432\u044b\u0431\u043e\u0440\u043a\u0438 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-37838","post","type-post","status-publish","format-standard","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - 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 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0442\u0435\u043a\u0441\u0442\u044b \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 &quot;Differential Privacy&quot; 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Teegi kood on kirjutatud C++ keeles ja see on avatud Apache 2.0 litsentsi all. 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