{"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\/sq\/blog\/novosti-interneta\/google-otkryl-kod-biblioteki-dlya-konfidentsialnoj-obrabotki-dannyh","title":{"rendered":"Google hapi kodin e bibliotek\u00ebs p\u00ebr p\u00ebrpunimin e dh\u00ebnave n\u00eb m\u00ebnyr\u00eb konfidenciale.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Kompania Google publikoi<\/a><\/noindex> \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0442\u0435\u043a\u0441\u0442\u044b \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 «Privat\u00ebsia Differenciale<\/a><\/noindex>» \u0441 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 privat\u00ebsis\u00eb diferenciale<\/a><\/noindex>, q\u00eb lejojn\u00eb t\u00eb kryhen operacione statistike me sakt\u00ebsi t\u00eb lart\u00eb mbi nj\u00eb grup t\u00eb dh\u00ebnash pa mund\u00ebsuar identifikimin e regjistrave t\u00eb ve\u00e7ant\u00eb n\u00eb t\u00eb. Kodi i bibliotek\u00ebs \u00ebsht\u00eb shkruar n\u00eb gjuh\u00ebn C++ dhe \u00ebsht\u00eb i hapur<\/a><\/noindex> n\u00ebn licenc\u00ebn Apache 2.0. <\/p>\n

Analiza duke p\u00ebrdorur metodat e privat\u00ebsis\u00eb diferenciale ofron mund\u00ebsin\u00eb organizatave p\u00ebr t\u00eb kryer analiza nga databazat statistike, pa lejuar ndarjen e t\u00eb dh\u00ebnave dhe identifikimin e parametrave t\u00eb individ\u00ebve t\u00eb ve\u00e7ant\u00eb. P\u00ebr shembull, p\u00ebr t\u00eb identifikuar diferencat n\u00eb kujdesin p\u00ebr pacient\u00ebt, hulumtuesve mund t'u jepet informacion q\u00eb lejon krahasimin e mesatares s\u00eb koh\u00ebs s\u00eb q\u00ebndrimit t\u00eb pacient\u00ebve n\u00eb spitale, duke ruajtur p\u00ebr k\u00ebt\u00eb arsye konfidencialitetin e pacient\u00ebve dhe duke mos lejuar nxjerrjen e informacionit p\u00ebr ta.<\/p>\n

Biblioteka e propozuar p\u00ebrfshin implementimin e disa algoritmave p\u00ebr formimin e statistikave agreguese mbi grupe t\u00eb dh\u00ebnash numerike q\u00eb p\u00ebrfshijn\u00eb informacione konfidenciale. P\u00ebr t\u00eb verifikuar sakt\u00ebsin\u00eb e pun\u00ebs s\u00eb algoritmave, ofrohet mostra stohastike<\/a><\/noindex>. Algoritmat lejojn\u00eb kryerjen e operacioneve t\u00eb mbledhjes, num\u00ebrimit, llogaritjes s\u00eb mesatareve, devijimit standard, varianc\u00ebs dhe statistik\u00ebs rendore, p\u00ebrfshir\u00eb p\u00ebrcaktimin e minimumit, maksimumit dhe median\u00ebs. Po ashtu p\u00ebrfshihet implementimi i mekanizmit t\u00eb Laplace<\/a><\/noindex>, i cili mund t\u00eb p\u00ebrdoret p\u00ebr llogaritjet q\u00eb nuk mbulohen nga algoritmet e paracaktuara.<\/p>\n

Biblioteka p\u00ebrdor nj\u00eb arkitektur\u00eb modulare q\u00eb lejon zgjerimin e funksionalitetit ekzistues dhe shtimin e mekanizmave t\u00eb tjer\u00eb, funksioneve agregate dhe mjeteve t\u00eb menaxhimit t\u00eb nivelit t\u00eb konfidencialitetit.
\nN\u00eb baz\u00eb t\u00eb bibliotek\u00ebs p\u00ebr DBMS PostgreSQL 11 p\u00ebrgatitur<\/a><\/noindex> \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u0435 \u0441 \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u0430\u043d\u043e\u043d\u0438\u043c\u043d\u044b\u0445 \u0430\u0433\u0440\u0435\u0433\u0430\u0442\u043d\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u044b \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 — ANON_COUNT, ANON_SUM, ANON_AVG, ANON_VAR, ANON_STDDEV \u0438 ANON_NTILE.<\/p>\n

<\/a><\/noindex><\/p>\n

Burimi: 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 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0442\u0435\u043a\u0441\u0442\u044b \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 «Differential Privacy» \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 […]<\/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\n\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\n","aioseo_head_json":{"title":"\ud83e\udd47Google ka hapur kodin e bibliotek\u00ebs p\u00ebr p\u00ebrpunimin konfidencial t\u00eb t\u00eb dh\u00ebnave | ProHoster","description":"Kompania Google publikoi tekstet origjinale t\u00eb bibliotek\u00ebs \"Privat\u00ebsia Differenciale\" me implementimin e metodave t\u00eb privat\u00ebsis\u00eb diferenciale, q\u00eb lejojn\u00eb t\u00eb kryhen operacione statistike mbi grupe t\u00eb dh\u00ebnash pa mund\u00ebsuar identifikimin e regjistrave t\u00eb ve\u00e7ant\u00eb n\u00eb t\u00eb. 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\u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 | ProHoster","og:description":"\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 "Differential Privacy" \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 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