{"id":6731,"date":"2023-10-24T13:31:02","date_gmt":"2023-10-24T13:31:02","guid":{"rendered":"https:\/\/dailyai.com\/?p=6731"},"modified":"2023-10-24T13:31:02","modified_gmt":"2023-10-24T13:31:02","slug":"data-poisoning-tool-helps-artists-punish-ai-scrapers","status":"publish","type":"post","link":"https:\/\/dailyai.com\/nl\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/","title":{"rendered":"Tool voor gegevensvergiftiging helpt kunstenaars AI-scrapers te straffen"},"content":{"rendered":"<p><strong>Onderzoekers van de Universiteit van Chicago hebben een nieuw hulpmiddel ontwikkeld om AI-modellen te \"vergiftigen\" wanneer AI-bedrijven afbeeldingen zonder toestemming in hun datasets opnemen.<\/strong><\/p>\n<p>Bedrijven als OpenAI en Meta hebben te maken gehad met kritiek en rechtszaken over het op grote schaal schrapen van online content om hun modellen te trainen. Om tekst-naar-beeld generatoren zoals DALL-E of Midjourney effectief te laten zijn, moeten ze getraind worden op grote hoeveelheden visuele gegevens.<\/p>\n<p>Een aantal <a href=\"https:\/\/dailyai.com\/nl\/2023\/08\/inside-the-battle-between-artists-and-ai-image-generators\/\">artiesten<\/a> hebben geklaagd dat deze afbeeldingsgeneratoren nu afbeeldingen in hun stijl kunnen produceren nadat ze zonder toestemming hun kunst hebben gesloopt.<\/p>\n<p>De <a href=\"https:\/\/arxiv.org\/pdf\/2310.13828.pdf\" target=\"_blank\" rel=\"noopener\">onderzoekers cre\u00eberden Nightshad<\/a>e, een hulpmiddel dat onzichtbare pixels in een afbeelding inbouwt die de afbeelding vervolgens 'giftig' maken voor AI-modellen.<\/p>\n<p>Generatieve AI is afhankelijk van goed gelabelde gegevens. Als een AI-model is getraind op duizenden afbeeldingen van katten en de afbeeldingen zijn allemaal gelabeld met \"kat\", dan weet het hoe een kat eruit moet zien als je het vraagt om een afbeelding van een kat te genereren.<\/p>\n<p>Nightshade stopt gegevens in het beeld die de classificatie van het beeld verstoren. Zo zou een afbeelding van een kasteel dat door Nightshade is vergiftigd, worden geclassificeerd als bijvoorbeeld een oude vrachtwagen. De onderzoekers ontdekten dat het gebruik van slechts 100 afbeeldingen gericht op een enkele prompt effectief was om een model te corrumperen.<\/p>\n<figure id=\"attachment_6735\" aria-describedby=\"caption-attachment-6735\" style=\"width: 1807px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6735 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning.jpeg\" alt=\"\" width=\"1807\" height=\"868\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning.jpeg 1807w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-300x144.jpeg 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-1024x492.jpeg 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-768x369.jpeg 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-1536x738.jpeg 1536w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-370x178.jpeg 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-800x384.jpeg 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-740x355.jpeg 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-20x10.jpeg 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-1600x769.jpeg 1600w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-1320x634.jpeg 1320w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/image-results-with-Nightshade-poisoning-100x48.jpeg 100w\" sizes=\"auto, (max-width: 1807px) 100vw, 1807px\" \/><figcaption id=\"caption-attachment-6735\" class=\"wp-caption-text\">Gegenereerde afbeeldingen raken steeds meer beschadigd door meer vergiftigde gegevens. Bron: <a href=\"https:\/\/arxiv.org\/pdf\/2310.13828.pdf\" target=\"_blank\" rel=\"noopener\">arXiv<\/a><\/figcaption><\/figure>\n<h2>Nightshade is slecht nieuws voor AI-beeldgenerators<\/h2>\n<p>Een model dat is aangetast door vergiftigde gegevens kan denken dat afbeeldingen van taarten hoeden zijn, of dat broodroosters handtassen zijn. Naast het corrumperen van het specifieke woord waar Nightshade zich op richt, infecteert de corruptie ook bredere concepten. Dus als het label \"hond\" corrupt wordt, wordt de corruptie ook uitgebreid naar termen als \"puppy\".<\/p>\n<p>Als genoeg artiesten Nightshade gaan gebruiken zou dat bedrijven een stuk voorzichtiger kunnen maken om toestemming te krijgen voordat ze beelden stelen.<\/p>\n<p>Het onderzoeksteam zal Nightshade integreren in de Glaze tool die ze ook hebben ontwikkeld. Glaze labelt de stijl van een afbeelding verkeerd. Een kunstenaar die bijvoorbeeld de stijl van zijn werk wil beschermen, kan Glaze gebruiken om het te labelen als \"impressionistisch\" terwijl het eigenlijk \"pop-art\" is.<\/p>\n<p>Het feit dat tools als Nightshade zo effectief werken, benadrukt een <a href=\"https:\/\/dailyai.com\/nl\/2023\/10\/gpt-4s-multimodal-capability-makes-it-vulnerable-to-attack\/\">kwetsbaarheid<\/a> in tekst-naar-beeld generatoren die misbruikt kunnen worden door kwaadwillenden.<\/p>\n<p>Bedrijven als OpenAI en Stability AI zeggen dat ze de <a href=\"https:\/\/dailyai.com\/nl\/2023\/08\/google-allow-ai-to-mine-data-unless-publishers-opt-out\/\">opt-outs voor 'niet scrapen<\/a> die websites kunnen toevoegen aan hun robots.txt-bestanden. Als de door Nightshade vergiftigde afbeeldingen niet worden gescraped, dan blijven de modellen onaangetast.<\/p>\n<p>Kwaadwillenden kunnen echter een grote hoeveelheid afbeeldingen vergiftigen en beschikbaar maken voor scraping met de bedoeling om AI-modellen te beschadigen. De enige manier om dat te omzeilen is met betere labeldetectoren of <a href=\"https:\/\/dailyai.com\/nl\/2023\/09\/lawmakers-investigate-ghost-workers-at-top-ai-companies\/\">menselijke beoordeling<\/a>.<\/p>\n<p>Nightshade zorgt ervoor dat artiesten zich een beetje zekerder voelen over het online zetten van hun inhoud, maar kan serieuze problemen veroorzaken voor AI-beeldengenerators.<\/p>","protected":false},"excerpt":{"rendered":"<p>Onderzoekers van de Universiteit van Chicago hebben een nieuwe tool ontwikkeld om AI-modellen te \"vergiftigen\" wanneer AI-bedrijven zonder toestemming afbeeldingen opnemen in hun datasets. Bedrijven als OpenAI en Meta hebben te maken gehad met kritiek en rechtszaken over het op grote schaal schrapen van online content om hun modellen te trainen. Om tekst-naar-beeld generatoren zoals DALL-E of Midjourney effectief te laten zijn, moeten ze getraind worden op grote hoeveelheden visuele data. Een aantal kunstenaars heeft geklaagd dat deze beeldgeneratoren nu afbeeldingen in hun stijl kunnen produceren nadat ze zonder toestemming hun kunst hebben gesloopt. De onderzoekers cre\u00eberden Nightshade, een hulpmiddel dat onzichtbare<\/p>","protected":false},"author":6,"featured_media":6218,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[165],"class_list":["post-6731","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","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>Data poisoning tool helps artists punish AI scrapers | 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\/nl\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data poisoning tool helps artists punish AI scrapers | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers from the University of Chicago developed a new tool to \u201cpoison\u201d AI models when AI companies include images in their datasets without consent. Companies like OpenAI and Meta have faced criticism and lawsuits over their wholesale scraping of online content to train their models. For text-to-image generators like DALL-E or Midjourney to be effective, they need to be trained on large amounts of visual data. A number of artists have complained that these image generators are now able to produce images in their style after scraping their art without consent. The researchers created Nightshade, a tool that embeds invisible\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/nl\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-24T13:31:02+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/10\/Ai-art-prize.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1372\" \/>\n\t<meta property=\"og:image:height\" content=\"889\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\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=\"Geschreven door\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Geschatte leestijd\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/\"},\"author\":{\"name\":\"Eugene van der Watt\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/7ce525c6d0c79838b7cc7cde96993cfa\"},\"headline\":\"Data poisoning tool helps artists punish AI scrapers\",\"datePublished\":\"2023-10-24T13:31:02+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/\"},\"wordCount\":481,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Ai-art-prize.png\",\"keywords\":[\"image generation\"],\"articleSection\":[\"Industry\"],\"inLanguage\":\"nl-NL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/\",\"name\":\"Data poisoning tool helps artists punish AI scrapers | DailyAI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Ai-art-prize.png\",\"datePublished\":\"2023-10-24T13:31:02+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/#breadcrumb\"},\"inLanguage\":\"nl-NL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/10\\\/data-poisoning-tool-helps-artists-punish-ai-scrapers\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Ai-art-prize.png\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Ai-art-prize.png\",\"width\":1372,\"height\":889,\"caption\":\"Th\u00e9\u00e2tre D'op\u00e9ra Spatial, generated with MidJourney, won an art prize in 2022. 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Artist Jason Matthew Allen said he spent 80 hours on it, though some doubt that. 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