{"id":6081,"date":"2023-10-03T17:36:17","date_gmt":"2023-10-03T17:36:17","guid":{"rendered":"https:\/\/dailyai.com\/?p=6081"},"modified":"2023-10-03T17:36:17","modified_gmt":"2023-10-03T17:36:17","slug":"ai-image-watermarks-dont-work-and-probably-never-will","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/10\/ai-image-watermarks-dont-work-and-probably-never-will\/","title":{"rendered":"Les filigranes d'images AI ne fonctionnent pas et ne fonctionneront probablement jamais"},"content":{"rendered":"<p><strong>Les entreprises tentent d'utiliser des filigranes num\u00e9riques pour identifier les images d'IA, mais une \u00e9tude r\u00e9cente montre que leurs efforts pourraient \u00eatre vains.<\/strong><\/p>\n<p>Une \u00e9quipe de chercheurs de l'universit\u00e9 du Maryland a test\u00e9 des techniques de pointe pour le tatouage d'images et les r\u00e9sultats n'\u00e9taient pas bons.<\/p>\n<p>Soheil Feizi, professeur d'informatique \u00e0 l'universit\u00e9 du Maryland, a d\u00e9clar\u00e9 que son \u00e9quipe avait test\u00e9 toutes les techniques de filigrane existantes et les avait toutes bris\u00e9es.<\/p>\n<p>Les <a href=\"https:\/\/arxiv.org\/abs\/2310.00076\" target=\"_blank\" rel=\"noopener\">document de recherche<\/a> reconna\u00eet que le filigrane semble \u00eatre la d\u00e9fense la plus prometteuse contre les contrefa\u00e7ons profondes, mais souligne ensuite les lacunes des approches actuelles.<\/p>\n<p>Les deux principales m\u00e9thodes de filigrane sont la perturbation faible et la perturbation forte.<\/p>\n<p>La m\u00e9thode \u00e0 faible perturbation consiste \u00e0 apporter \u00e0 une image une modification subtile, imperceptible \u00e0 l'\u0153il, mais n\u00e9anmoins d\u00e9tectable num\u00e9riquement. Ces m\u00e9thodes pr\u00e9sentent un compromis entre les performances et les faux positifs. Plus la m\u00e9thode \u00e9tait performante pour identifier une fausse image d'IA, plus elle \u00e9tait susceptible d'identifier \u00e0 tort une image r\u00e9elle comme \u00e9tant une fausse image.<\/p>\n<p>Une perturbation importante consiste \u00e0 ajouter un \u00e9l\u00e9ment visible \u00e0 l'image, ce qui est consid\u00e9r\u00e9 comme une approche plus robuste. Les chercheurs ont \u00e9galement r\u00e9ussi \u00e0 supprimer tous ces filigranes. Leur approche d'\"attaque contradictoire par substitution de mod\u00e8le\" a m\u00eame permis de supprimer les filigranes en anneau d'arbre plus subtils et plus avanc\u00e9s.<\/p>\n<p>Alors que l'IA continue de favoriser la cr\u00e9ation et la diffusion de la d\u00e9sinformation, nous avons besoin d'un moyen efficace pour savoir si une image ou une vid\u00e9o a \u00e9t\u00e9 cr\u00e9\u00e9e par l'IA. Toutefois, cette \u00e9tude conclut qu'une solution efficace semble de plus en plus improbable, m\u00eame si elle n'est pas impossible.<\/p>\n<p>L'\u00e9quipe de Feizi n'a test\u00e9 que les filigranes disponibles. Google et Meta travaillent sur leurs propres technologies de filigrane, mais elles n'ont pas encore \u00e9t\u00e9 test\u00e9es.<\/p>\n<p>Malgr\u00e9 cela, Feizi estime que ses recherches indiquent que m\u00eame les grandes entreprises technologiques n'apporteront pas de solution infaillible. A <a href=\"https:\/\/arxiv.org\/pdf\/2306.01953.pdf\" target=\"_blank\" rel=\"noopener\">publi\u00e9 par des chercheurs de l'Universit\u00e9 de Californie<\/a> a conclu que \"tous les filigranes invisibles sont vuln\u00e9rables\".<\/p>\n<p>Au fur et \u00e0 mesure que l'IA g\u00e9n\u00e9rative s'am\u00e9liore, il deviendra probablement plus difficile d'identifier une image g\u00e9n\u00e9r\u00e9e par l'IA. Ainsi, m\u00eame si les g\u00e9n\u00e9rateurs commerciaux d'images d'IA tels que <a href=\"https:\/\/dailyai.com\/fr\/2023\/08\/youtuber-reveals-leaked-images-from-openais-unreleased-dall-e-3\/\">DALL-E<\/a> ou Midjourney utilisent un filigrane efficace, rien n'oblige les autres mod\u00e8les \u00e0 le faire.<\/p>\n<p>L'autre probl\u00e8me mis en \u00e9vidence par les recherches de Feizi est qu'elles ont permis d'introduire des filigranes d'IA dans des images qui n'\u00e9taient pas g\u00e9n\u00e9r\u00e9es par l'IA.<\/p>\n<p>Le probl\u00e8me, c'est qu'en pr\u00e9sence d'une preuve photographique, des acteurs malveillants pourraient y apposer un filigrane d'IA dans le but de discr\u00e9diter la preuve.<\/p>\n<p>Il faudra voir comment les filigranes de Google et de Meta r\u00e9sisteront aux attaques par force brute de l'\u00e9quipe de Feizi. Pour l'instant, il semble que nous devions nous rappeler qu'il ne faut pas croire ce que l'on voit.<\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Les entreprises tentent d'utiliser des filigranes num\u00e9riques pour identifier les images d'IA, mais des recherches r\u00e9centes montrent que leurs efforts pourraient \u00eatre vains. Une \u00e9quipe de chercheurs de l'universit\u00e9 du Maryland a test\u00e9 les techniques de pointe en mati\u00e8re de filigrane d'image et les r\u00e9sultats n'\u00e9taient pas bons. Soheil Feizi, professeur d'informatique \u00e0 l'universit\u00e9 du Maryland, a d\u00e9clar\u00e9 que son \u00e9quipe avait test\u00e9 toutes les techniques de filigrane existantes et qu'elle les avait toutes abandonn\u00e9es. Le document de recherche reconna\u00eet que le filigrane semble \u00eatre la d\u00e9fense la plus prometteuse contre les contrefa\u00e7ons profondes, mais il souligne ensuite les lacunes des approches actuelles. Les deux principales m\u00e9thodes de filigrane sont la perturbation faible et la perturbation forte. La m\u00e9thode \u00e0 faible<\/p>","protected":false},"author":6,"featured_media":6084,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[94,107,165],"class_list":["post-6081","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-deep-fakes","tag-generative-ai","tag-image-generation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI image watermarks don\u2019t work, and probably never will | DailyAI<\/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:\/\/dailyai.com\/fr\/2023\/10\/ai-image-watermarks-dont-work-and-probably-never-will\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI image watermarks don\u2019t work, and probably never will | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Companies are trying to use digital watermarks to identify AI images but recent research shows their efforts may be in vain. A team of researchers from the University of Maryland tested state-of-the-art image watermarking techniques and the results weren\u2019t good. Soheil Feizi, professor of computer science at the University of Maryland, said his team tested every existing watermarking technique and broke them all. The research paper acknowledges that watermarking appears to be the most promising defense against deep fakes but then outlines the deficiencies in current approaches. The two main methods of watermarking are low and high perturbation. 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