{"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\/nb\/2023\/10\/ai-image-watermarks-dont-work-and-probably-never-will\/","title":{"rendered":"AI-bildevannmerker fungerer ikke, og kommer sannsynligvis aldri til \u00e5 gj\u00f8re det"},"content":{"rendered":"<p><strong>Bedrifter pr\u00f8ver \u00e5 bruke digitale vannmerker for \u00e5 identifisere AI-bilder, men nyere forskning viser at innsatsen kan v\u00e6re forgjeves.<\/strong><\/p>\n<p>Et forskerteam fra University of Maryland testet de nyeste vannmerketeknikkene for bilder, og resultatene var ikke gode.<\/p>\n<p>Soheil Feizi, professor i informatikk ved University of Maryland, sier at teamet hans har testet alle eksisterende vannmerketeknikker og \u00f8delagt dem alle.<\/p>\n<p>Den <a href=\"https:\/\/arxiv.org\/abs\/2310.00076\" target=\"_blank\" rel=\"noopener\">forskningsoppgave<\/a> erkjenner at vannmerking ser ut til \u00e5 v\u00e6re det mest lovende forsvaret mot dype forfalskninger, men skisserer deretter manglene ved dagens metoder.<\/p>\n<p>De to hovedmetodene for vannmerking er lav og h\u00f8y forstyrrelse.<\/p>\n<p>Metoden med lav forstyrrelse inneb\u00e6rer at man gj\u00f8r en subtil endring i et bilde som er umerkelig for \u00f8yet, men som likevel kan detekteres digitalt. Disse metodene viste en avveining mellom ytelse og falske positiver. Jo bedre metoden var til \u00e5 identifisere en AI-falsk, desto mer sannsynlig var det at den feilaktig identifiserte et ekte bilde som falskt.<\/p>\n<p>H\u00f8y forstyrrelse inneb\u00e6rer \u00e5 legge til et synlig element i bildet, noe som anses som en mer robust tiln\u00e6rming. Forskerne klarte \u00e5 fjerne alle disse vannmerkene ogs\u00e5. Deres \"model substitution adversarial attack\"-metode fjernet til og med de mer subtile og avanserte vannmerkene med treringer.<\/p>\n<p>Etter hvert som kunstig intelligens fortsetter \u00e5 bidra til \u00e5 skape og spre desinformasjon, trenger vi en effektiv m\u00e5te \u00e5 finne ut n\u00e5r et bilde eller en video er skapt av kunstig intelligens. Denne unders\u00f8kelsen konkluderer imidlertid med at en effektiv l\u00f8sning ser ut til \u00e5 bli stadig mer usannsynlig, om enn ikke umulig.<\/p>\n<p>Feizis team testet bare de tilgjengelige vannmerkene. Google og Meta jobber med sine egne vannmerketeknologier, men de var ikke tilgjengelige for testing enn\u00e5.<\/p>\n<p>Likevel mener Feizi at forskningen deres tyder p\u00e5 at selv de store teknologiselskapene ikke vil levere en idiotsikker l\u00f8sning. A <a href=\"https:\/\/arxiv.org\/pdf\/2306.01953.pdf\" target=\"_blank\" rel=\"noopener\">artikkel publisert av forskere fra University of California<\/a> konkluderte med at \"alle usynlige vannmerker er s\u00e5rbare\".<\/p>\n<p>Etter hvert som generativ AI blir bedre, vil det sannsynligvis bli vanskeligere \u00e5 identifisere et AI-generert bilde. S\u00e5 selv om kommersielle AI-bildegeneratorer som <a href=\"https:\/\/dailyai.com\/nb\/2023\/08\/youtuber-reveals-leaked-images-from-openais-unreleased-dall-e-3\/\">DALL-E<\/a> eller Midjourney bruker et effektivt vannmerke, er det ingenting som tvinger andre modeller til \u00e5 gj\u00f8re det.<\/p>\n<p>Det andre problemet som Feizis forskning belyser, er at de klarte \u00e5 innf\u00f8re AI-vannmerker i bilder som ikke var AI-genererte.<\/p>\n<p>Problemet med dette er at n\u00e5r man blir presentert for fotografisk bevismateriale, kan ondsinnede akt\u00f8rer bruke et AI-vannmerke p\u00e5 det i et fors\u00f8k p\u00e5 \u00e5 diskreditere bevismaterialet.<\/p>\n<p>Vi m\u00e5 se hvordan Googles og Metas vannmerker klarer seg mot Feizis teams brute-force-angrep. Forel\u00f8pig ser det ut til at vi m\u00e5 fortsette \u00e5 minne oss selv p\u00e5 at det \u00e5 se ikke er \u00e5 tro.<\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Bedrifter pr\u00f8ver \u00e5 bruke digitale vannmerker for \u00e5 identifisere AI-bilder, men ny forskning viser at innsatsen kan v\u00e6re forgjeves. Et forskerteam fra University of Maryland har testet de nyeste vannmerketeknikkene for bilder, og resultatene var ikke gode. Soheil Feizi, professor i informatikk ved University of Maryland, sa at teamet hans testet alle eksisterende vannmerketeknikker og \u00f8dela dem alle. I forskningsrapporten erkjennes det at vannmerking ser ut til \u00e5 v\u00e6re det mest lovende forsvaret mot dype forfalskninger, men deretter skisseres manglene ved de n\u00e5v\u00e6rende metodene. De to hovedmetodene for vannmerking er lav og h\u00f8y forstyrrelse. Den lave<\/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\/nb\/2023\/10\/ai-image-watermarks-dont-work-and-probably-never-will\/\" \/>\n<meta property=\"og:locale\" content=\"nb_NO\" \/>\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. The low\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/nb\/2023\/10\/ai-image-watermarks-dont-work-and-probably-never-will\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-03T17:36:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/deepfake-watermark.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"571\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Skrevet av\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta 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