{"id":67234,"date":"2024-04-01T14:24:10","date_gmt":"2024-04-01T14:24:10","guid":{"rendered":"https:\/\/carpsilviuionut.ro\/?p=67234"},"modified":"2024-04-01T14:24:11","modified_gmt":"2024-04-01T14:24:11","slug":"ghid-privind-identificarea-materialelor-de-tip-deepfake-dnsc","status":"publish","type":"post","link":"https:\/\/carpsilviuionut.ro\/articole\/digitalizare-smart-city-securitate-cibernetica\/ghid-privind-identificarea-materialelor-de-tip-deepfake-dnsc\/","title":{"rendered":"Ghid privind identificarea materialelor de tip Deepfake (DNSC)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.facebook.com\/DNSC.RO\" data-type=\"link\" data-id=\"https:\/\/www.facebook.com\/DNSC.RO\" target=\"_blank\" rel=\"noreferrer noopener\">Directoratul Na\u021bional de Securitate Cibernetic\u0103<\/a> (DNSC),  a lansat duminic\u0103 un ghid privind identificarea materialelor de tip Deepfake, potrivit unui comunicat. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ghidul ofer\u0103 informa\u021bii despre ceea ce \u00eenseamn\u0103 Deepfake, procesul de realizare \u0219i cum pot fi identificate.<\/p>\n\n\n\n<p class=\"has-white-color has-vivid-cyan-blue-background-color has-text-color has-background has-link-color wp-elements-1 wp-block-paragraph\"><strong>Deepfake-ul <\/strong>este o form\u0103 de <strong>manipulare digital\u0103<\/strong> care utilizeaz\u0103 tehnici avansate de inteligen\u021b\u0103 artificial\u0103 pentru a crea con\u021binut de tip imagini sau audio-video falsificat. Acest fenomen poate avea consecin\u021be semnificative asupra societ\u0103\u021bii, inclusiv impactul asupra securit\u0103\u021bii \u0219i a \u00eencrederii publicului \u00een informa\u021biile din mediul online.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Exemplu de deepfake, potrivit DNSC: <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Banca Na\u021bional\u0103 a Rom\u00e2niei (BNR) a avertizat publicul cu privire la o schem\u0103 de \u00een\u0219el\u0103ciune care implic\u0103 utilizarea tehnologiei Deepfake pentru a crea videoclipuri false cu guvernatorul BNR. \u00cen aceste videoclipuri, guvernatorul pare s\u0103 promoveze o platform\u0103 de investi\u021bii, \u00eens\u0103 BNR a declarat c\u0103 acestea sunt false. <strong><a href=\"https:\/\/carpsilviuionut.ro\/eticheta\/scam\/\" data-type=\"link\" data-id=\"https:\/\/carpsilviuionut.ro\/eticheta\/scam\/\">Scamul <\/a>folose\u0219te IA pentru a modifica vocea \u0219i imaginea guvernatorului<\/strong>, cu scopul de a<strong> induce \u00een eroare publicul<\/strong> pentru a participa la <strong>investi\u021bii frauduloase<\/strong>, promi\u021b\u00e2nd c\u00e2\u0219tiguri financiare rapide \u0219i u\u0219oare.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"367\" src=\"https:\/\/carpsilviuionut.ro\/wp-content\/uploads\/deepfake-mugur-isarescu-768x367-1.webp\" alt=\"\" class=\"wp-image-67235\" srcset=\"https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/deepfake-mugur-isarescu-768x367-1.webp 768w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/deepfake-mugur-isarescu-768x367-1-300x143.webp 300w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/deepfake-mugur-isarescu-768x367-1-150x72.webp 150w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/deepfake-mugur-isarescu-768x367-1-696x333.webp 696w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/deepfake-mugur-isarescu-768x367-1-600x287.webp 600w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption class=\"wp-element-caption\">Schem\u0103 de \u00een\u0219el\u0103ciune care implic\u0103 utilizarea tehnologiei Deepfake pentru a crea videoclipuri false cu guvernatorul BNR<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Indicii care pot tr\u0103da un Deepfake, potrivit ghidului DNSC<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 Mediul \u00eenconjur\u0103tor (de exemplu, umbre inexistente, reflexii prea puternice, zone neclare)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 Imperfec\u021biuni ale fe\u021bei (aluni\u021be nerealiste, clipire nesincronizat\u0103, distorsiuni \u00een interiorul gurii cum ar fi lipsa din\u021bilor \u0219i a limbii, din\u021bi mult prea perfec\u021bi etc.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 Nesincronizarea vorbirii\/sunetului \u0219i a mi\u0219c\u0103rii buzelor, de exemplu: din cauza str\u0103nutului<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Nesincronizarea vorbirii\/sunetului \u0219i a mi\u0219c\u0103rii buzelor poate fi observat\u0103 la pronun\u021barea literelor b, m \u0219i p<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Uneori apar pixeli \u00een nuan\u021be de gri la marginile componentelor modificate. Se poate distinge dac\u0103 este vorba de o falsificare \u0219i atunci c\u00e2nd persoana din \u00eenregistrare este privit\u0103 dintr-un alt unghi. Dac\u0103 pentru crearea con\u021binutului Deepfake nu s-au folosit fotografii ale persoanei din unghiuri diferite, algoritmul nu poate deduce aspectul persoanei din alt unghi, rezult\u00e2nd distorsiuni.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Sfaturi pentru a evita s\u0103 fii p\u0103c\u0103lit de Deepfake-uri<\/h3>\n\n\n\n<p class=\"has-background wp-block-paragraph\" style=\"background:linear-gradient(300deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%)\">\u2022<strong> Nu crede tot ce vezi online<\/strong>! Internetul este o surs\u0103 vast\u0103 de informa\u021bii, dar nu toate sunt veridice. Este important s\u0103 dezvol\u021bi un scepticism s\u0103n\u0103tos \u0219i s\u0103 analizezi cu aten\u021bie orice con\u021binut video sau foto \u00eenainte de a-l accepta ca fiind real.<\/p>\n\n\n\n<p class=\"has-background wp-block-paragraph\" style=\"background:linear-gradient(300deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%)\">\u2022 <strong>Caut\u0103 semne de manipulare<\/strong>: Deepfake-urile pot fi foarte sofisticate, dar adesea pot fi identificate prin anumite indicii. Fii atent la discrepan\u021be de iluminare, erori de aliniere, nereguli ale pielii sau probleme de sincronizare a buzelor cu sunetul.<\/p>\n\n\n\n<p class=\"has-background wp-block-paragraph\" style=\"background:linear-gradient(300deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%)\">\u2022 <strong>Verific\u0103 sursa<\/strong>: De unde provine videoclipul sau imaginea? Este distribuit pe o platform\u0103 de \u00eencredere? Caut\u0103 confirmarea informa\u021biei din surse credibile sau direct de la entit\u0103\u021bile sau persoanele implicate.<\/p>\n\n\n\n<p class=\"has-background wp-block-paragraph\" style=\"background:linear-gradient(300deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%)\">\u2022 <strong>Folose\u0219te instrumente de verificare<\/strong>: Exist\u0103 numeroase organiza\u021bii \u0219i instrumente online care te pot ajuta s\u0103 verifici dac\u0103 o informa\u021bie este real\u0103. Utilizeaz\u0103-le pentru a cerceta autenticitatea con\u021binutului suspect.<\/p>\n\n\n\n<p class=\"has-background wp-block-paragraph\" style=\"background:linear-gradient(300deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%)\">\u2022 <strong>Nu te baza pe o singur\u0103 surs\u0103<\/strong>: Caut\u0103 confirmare din mai multe surse credibile. Un singur videoclip sau imagine nu este suficient pentru a verifica o informa\u021bie.<\/p>\n\n\n\n<p class=\"has-background wp-block-paragraph\" style=\"background:linear-gradient(300deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%)\">\u2022 <strong>\u00cenva\u021b\u0103 despre Deepfake-uri<\/strong>: Cu c\u00e2t \u00een\u021belegi mai bine cum func\u021bioneaz\u0103 aceast\u0103 tehnologie, cu at\u00e2t vei fi mai capabil s\u0103 identifici falsurile. Exist\u0103 multe resurse online care explic\u0103 principiile Deepfake-urilor \u0219i metodele de detectare.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Deepfake-urile sunt create folosind o combina\u021bie de tehnici de IA \u0219i \u00eenv\u0103\u021bare automat\u0103 (Machine Learning \u2013 ML).<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"612\" src=\"https:\/\/carpsilviuionut.ro\/wp-content\/uploads\/mashine-learning.jpg\" alt=\"\" class=\"wp-image-67249\" srcset=\"https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/mashine-learning.jpg 1000w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/mashine-learning-300x184.jpg 300w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/mashine-learning-768x470.jpg 768w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/mashine-learning-150x92.jpg 150w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/mashine-learning-696x426.jpg 696w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/mashine-learning-600x367.jpg 600w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Tehnologiile implicate \u00een DeepFake <\/h3>\n\n\n\n<p class=\"has-cyan-bluish-gray-background-color has-background wp-block-paragraph\"><strong>1. Re\u021bele neuronale convolu\u021bionale<\/strong> (CNNs): Sunt tipuri de re\u021bele neuronale artificiale specializate \u00een analiza imaginilor \u0219i a videoclipurilor. Ele sunt antrenate pe seturi mari de date, imagini \u0219i videoclipuri reale pentru a \u00eenv\u0103\u021ba caracteristicile faciale, expresiile, mi\u0219c\u0103rile corpului \u0219i alte detalii vizuale.<\/p>\n\n\n\n<p class=\"has-cyan-bluish-gray-background-color has-background wp-block-paragraph\"><strong>2. Re\u021bele neuronale generative <\/strong>(GANs): Re\u021bele neuronale artificiale care pot genera con\u021binut nou, realist, similar cu datele pe care au fost antrenate. \u00cen contextul Deepfake, GAN-urile sunt utilizate pentru a genera imagini \u0219i videoclipuri false care sunt foarte asem\u0103n\u0103toare cu cele reale.<\/p>\n\n\n\n<p class=\"has-cyan-bluish-gray-background-color has-background wp-block-paragraph\"><strong>3. \u00cenv\u0103\u021barea automat\u0103 (ML)<\/strong>: Este utilizat\u0103 pentru a antrena algoritmii Deepfake s\u0103 identifice \u0219i s\u0103 manipuleze elemente specifice ale imaginilor \u0219i videoclipurilor, cum ar fi expresiile faciale, mi\u0219c\u0103rile buzelor, sincronizarea audio, etc.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Ghidul DEEP-FAKE pus la dispozi\u021bie de DNSC<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"746\" height=\"846\" src=\"https:\/\/carpsilviuionut.ro\/wp-content\/uploads\/image_2024-04-01_171835905.png\" alt=\"\" class=\"wp-image-67250\" srcset=\"https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/image_2024-04-01_171835905.png 746w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/image_2024-04-01_171835905-265x300.png 265w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/image_2024-04-01_171835905-150x170.png 150w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/image_2024-04-01_171835905-300x340.png 300w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/image_2024-04-01_171835905-696x789.png 696w, https:\/\/carpsilviuionut.ro\/articole\/wp-content\/uploads\/image_2024-04-01_171835905-529x600.png 529w\" sizes=\"auto, (max-width: 746px) 100vw, 746px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Directoratul Na\u021bional de Securitate Cibernetic\u0103 (DNSC), a lansat duminic\u0103 un ghid privind identificarea materialelor de tip Deepfake, potrivit unui comunicat. Ghidul ofer\u0103 informa\u021bii despre ceea ce \u00eenseamn\u0103 Deepfake, procesul de realizare \u0219i cum pot fi identificate. Deepfake-ul este o form\u0103 de manipulare digital\u0103 care utilizeaz\u0103 tehnici avansate de inteligen\u021b\u0103 artificial\u0103 pentru a crea con\u021binut de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":67250,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[55],"class_list":["post-67234","post","type-post","status-publish","format-standard","has-post-thumbnail","category-digitalizare-smart-city-securitate-cibernetica","tag-scam"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ghid privind identificarea materialelor de tip Deepfake (DNSC) - carpsilviuionut.ro<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/carpsilviuionut.ro\/articole\/digitalizare-smart-city-securitate-cibernetica\/ghid-privind-identificarea-materialelor-de-tip-deepfake-dnsc\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ghid privind identificarea materialelor de tip Deepfake (DNSC) - carpsilviuionut.ro\" \/>\n<meta property=\"og:description\" content=\"Directoratul Na\u021bional de Securitate Cibernetic\u0103 (DNSC), a lansat duminic\u0103 un ghid privind identificarea materialelor de tip Deepfake, potrivit unui comunicat. Ghidul ofer\u0103 informa\u021bii despre ceea ce \u00eenseamn\u0103 Deepfake, procesul de realizare \u0219i cum pot fi identificate. 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