{"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\/sq\/blog\/news\/google-otkryl-instrumentarij-dlya-polnogo-gomomorfnogo-shifrovaniya","title":{"rendered":"Google ka hapur mjetin p\u00ebr enkriptim t\u00eb plot\u00eb homomorfik","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Kompania Google publikoi nj\u00eb grup t\u00eb hapur bibliotekash dhe utilitar\u00ebsh me implementimin e sistemit t\u00eb enkriptimit homomorfik t\u00eb plot\u00eb, q\u00eb lejon p\u00ebrpunimin e t\u00eb dh\u00ebnave n\u00eb form\u00eb t\u00eb enkriptuar, t\u00eb cilat nuk shfaqen n\u00eb asnj\u00eb nga fazat e llogaritjeve n\u00eb form\u00eb t\u00eb hapur. Ky mjet ofron mund\u00ebsin\u00eb p\u00ebr t\u00eb krijuar programe p\u00ebr p\u00ebrpunimin e konfidencialitetit, t\u00eb cilat mund t\u00eb punojn\u00eb me t\u00eb dh\u00ebna pa i deshifruar ato, duke p\u00ebrfshir\u00eb kryerjen e operacioneve matematikore dhe operacioneve t\u00eb thjeshta t\u00eb shkrimit mbi t\u00eb dh\u00ebnat e enkriptuara. Kodi i projektit \u00ebsht\u00eb shkruar n\u00eb gjuh\u00ebn C++ dhe shp\u00ebrndahet n\u00ebn licenc\u00ebn Apache 2.0.      <\/p>\n<p> N\u00eb dallim nga enkriptimi end-to-end, enkriptimi homomorf ofron mund\u00ebsin\u00eb p\u00ebr t\u00eb p\u00ebrpunuar t\u00eb dh\u00ebnat pa i deshifruar ato. Me homomorfizmin e plot\u00eb kuptohet mund\u00ebsia p\u00ebr t\u00eb kryer operacione t\u00eb shumimit dhe t\u00eb shtimit mbi t\u00eb dh\u00ebnat e enkriptuara, mbi baz\u00ebn e t\u00eb cilave mund t\u00eb realizohen \u00e7do llogaritje t\u00eb rast\u00ebsishme. Nga dalja rezulton nj\u00eb rezultat i enkriptuar, i cili do t\u00eb ishte i ngjash\u00ebm me enkriptimin e rezultatit t\u00eb operacioneve t\u00eb ngjashme mbi t\u00eb dh\u00ebnat origjinale.     <\/p>\n<p>Puna me t\u00eb dh\u00ebnat n\u00eb enkriptimin homomorf reduktohet n\u00eb faktin se p\u00ebrdoruesi enkripton t\u00eb dh\u00ebnat dhe i transmeton ato p\u00ebr p\u00ebrpunim n\u00eb nj\u00eb sh\u00ebrbim t\u00eb tret\u00eb pa i zbuluar \u00e7el\u00ebsat. Ky sh\u00ebrbim kryen llogaritjet e k\u00ebrkuara dhe formon nj\u00eb rezultat t\u00eb enkriptuar, pa qen\u00eb n\u00eb gjendje t\u00eb p\u00ebrcaktoj\u00eb se me cilat t\u00eb dh\u00ebna po punon. P\u00ebrdoruesi me ndihm\u00ebn e \u00e7el\u00ebsave t\u00eb tij deshifron t\u00eb dh\u00ebnat e l\u00ebshuara dhe merr rezultatin n\u00eb form\u00eb t\u00eb hapur.  <center><img decoding=\"async\" alt=\"Google ka hapur mjetin p\u00ebr enkriptim t\u00eb plot\u00eb homomorfik\" src=\"\/wp-content\/uploads\/2021\/06\/d7a474a1188fe2f9a5cc5b02ee71e14a.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<p>Disa nga fushat e aplikimit t\u00eb enkriptimit homomorf p\u00ebrfshijn\u00eb krijimin e sh\u00ebrbimeve cloud p\u00ebr p\u00ebrpunime konfidenciale, implementimin e sistemeve t\u00eb votimit elektronik, krijimin e protokolleve t\u00eb anonimizuara t\u00eb rrug\u00ebzimit, p\u00ebrpunimin e k\u00ebrkesave mbi t\u00eb dh\u00ebnat e enkriptuara n\u00eb DBMS, dhe trajnimin konfidencial t\u00eb sistemeve t\u00eb m\u00ebsimit t\u00eb automjetit.     <\/p>\n<p>P\u00ebr shembull, kriptimi homomorfik do t\u00eb ishte i dobish\u00ebm n\u00eb aplikacionet mjek\u00ebsore, t\u00eb cilat mund t\u00eb marrin informacionin konfidencial nga pacient\u00ebt n\u00eb form\u00eb t\u00eb enkriptuar dhe t'u ofrojn\u00eb profesionist\u00ebve t\u00eb sh\u00ebndetit mund\u00ebsin\u00eb p\u00ebr t\u00eb kryer analiza dhe identifikuar devijime pa e dekoduar at\u00eb. Kriptimi homomorfik gjithashtu mund t\u00eb ndihmoj\u00eb n\u00eb kryerjen e hulumtimeve q\u00eb studiojn\u00eb lidhjen nd\u00ebrmjet s\u00ebmundjeve dhe mutacioneve t\u00eb caktuara gjenetike, n\u00eb t\u00eb cilat \u00ebsht\u00eb e nevojshme t\u00eb analizohen mij\u00ebra mostrave t\u00eb informacionit gjenetik.       <\/p>\n<p>Ve\u00e7oria dalluese e instrumentit t\u00eb publikuar \u00ebsht\u00eb mund\u00ebsia p\u00ebr t\u00eb krijuar programe p\u00ebr p\u00ebrpunimin e t\u00eb dh\u00ebnave t\u00eb enkriptuara, duke p\u00ebrdorur teknikat standarde t\u00eb zhvillimit n\u00eb gjuh\u00ebn C++. Me ndihm\u00ebn e transpajlerit t\u00eb ofruar, programi n\u00eb C++ shnd\u00ebrrohet n\u00eb nj\u00eb dialekt t\u00eb ve\u00e7ant\u00eb FHE-C++, i aft\u00eb p\u00ebr t\u00eb punuar me t\u00eb dh\u00ebna t\u00eb enkriptuara.      <center><img decoding=\"async\" alt=\"Google ka hapur mjetin p\u00ebr enkriptim t\u00eb plot\u00eb homomorfik\" src=\"\/wp-content\/uploads\/2021\/06\/caf5a1eef12d06b22f68758010ac763b.png\" style=\"display:block;margin: 0 auto;\" \/><\/center><br \/>\n<br \/>Burimi: <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 5.0.2 - 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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