{"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\/de\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/","title":{"rendered":"Datenvergiftungstool hilft K\u00fcnstlern, KI-Scraper zu bestrafen"},"content":{"rendered":"

Forscher der Universit\u00e4t Chicago haben ein neues Tool entwickelt, mit dem KI-Modelle \"vergiftet\" werden k\u00f6nnen, wenn KI-Unternehmen Bilder ohne Zustimmung in ihre Datens\u00e4tze aufnehmen.<\/strong><\/p>\n

Unternehmen wie OpenAI und Meta wurden kritisiert und verklagt, weil sie zum Trainieren ihrer Modelle Online-Inhalte in gro\u00dfem Stil auswerten. Damit Text-zu-Bild-Generatoren wie DALL-E oder Midjourney effektiv arbeiten k\u00f6nnen, m\u00fcssen sie auf gro\u00dfen Mengen visueller Daten trainiert werden.<\/p>\n

Eine Reihe von K\u00fcnstler<\/a> haben sich dar\u00fcber beschwert, dass diese Bildgeneratoren nun in der Lage sind, Bilder in ihrem Stil zu erstellen, nachdem sie ihre Kunstwerke ohne Zustimmung kopiert haben.<\/p>\n

Die Forscher schufen Nightshad<\/a>e, ein Tool, das unsichtbare Pixel in ein Bild einbettet, die das Bild anschlie\u00dfend f\u00fcr KI-Modelle \"giftig\" machen.<\/p>\n

Generative KI beruht auf richtig beschrifteten Daten. Wenn ein KI-Modell mit Tausenden von Katzenbildern trainiert wurde und die Bilder alle mit \"Katze\" beschriftet sind, wei\u00df es, wie eine Katze aussehen sollte, wenn man es bittet, ein Bild von ihr zu erzeugen.<\/p>\n

Nightshade bettet Daten in das Bild ein, die die Klassifizierung des Bildes verf\u00e4lschen. So w\u00fcrde das Bild eines von Nightshade vergifteten Schlosses beispielsweise als alter Lastwagen klassifiziert werden. Die Forscher fanden heraus, dass bereits 100 Bilder, die auf eine einzige Eingabeaufforderung abzielen, ein Modell verf\u00e4lschen k\u00f6nnen.<\/p>\n

\"\"
Die erzeugten Bilder werden zunehmend durch weitere vergiftete Daten verf\u00e4lscht. Quelle: arXiv<\/a><\/figcaption><\/figure>\n

Nightshade ist eine schlechte Nachricht f\u00fcr KI-Bildgeneratoren<\/h2>\n

Ein Modell, das von vergifteten Daten betroffen ist, k\u00f6nnte denken, dass Bilder von Kuchen H\u00fcte oder Toaster Handtaschen sind. Neben der Verf\u00e4lschung des spezifischen Wortes, auf das Nightshade abzielt, infiziert die Verf\u00e4lschung auch umfassendere Konzepte. So w\u00fcrde die Besch\u00e4digung der Bezeichnung \"Hund\" auch auf Begriffe wie \"Welpe\" \u00fcbergreifen.<\/p>\n

Wenn gen\u00fcgend K\u00fcnstler Nightshade verwenden, k\u00f6nnten die Unternehmen sehr viel vorsichtiger sein, wenn es darum geht, die Zustimmung einzuholen, bevor sie sich Bilder aneignen.<\/p>\n

Das Forschungsteam wird Nightshade in das ebenfalls von ihm entwickelte Glaze-Tool einbeziehen. Glaze kennzeichnet den Stil eines Bildes falsch. Ein K\u00fcnstler, der den Stil seines Werks sch\u00fctzen m\u00f6chte, kann es beispielsweise mit Glaze als \"impressionistisch\" bezeichnen, obwohl es sich eigentlich um \"Pop Art\" handelt.<\/p>\n

Die Tatsache, dass Tools wie Nightshade so effektiv funktionieren, unterstreicht eine Schwachstelle<\/a> in Text-zu-Bild-Generatoren, die von b\u00f6swilligen Akteuren ausgenutzt werden k\u00f6nnten.<\/p>\n

Unternehmen wie OpenAI und Stability AI erkl\u00e4ren, dass sie die Opt-outs f\u00fcr \"Nicht scrapen<\/a> die Websites zu ihren robots.txt-Dateien hinzuf\u00fcgen k\u00f6nnen. Wenn die von Nightshade vergifteten Bilder nicht ausgelesen werden, bleiben die Modelle unber\u00fchrt.<\/p>\n

B\u00f6swillige Akteure k\u00f6nnten jedoch eine gro\u00dfe Menge von Bildern vergiften und sie zum Scraping bereitstellen, um KI-Modelle zu sch\u00e4digen. Die einzige M\u00f6glichkeit, dies zu umgehen, sind bessere Kennzeichnungsdetektoren oder menschliche \u00dcberpr\u00fcfung<\/a>.<\/p>\n

Nightshade wird K\u00fcnstlern ein wenig mehr Sicherheit geben, wenn es darum geht, ihre Inhalte online zu stellen, k\u00f6nnte aber ernsthafte Probleme f\u00fcr KI-Bildgeneratoren verursachen.<\/p>","protected":false},"excerpt":{"rendered":"

Forscher der University of Chicago haben ein neues Tool entwickelt, mit dem KI-Modelle \"vergiftet\" werden k\u00f6nnen, wenn KI-Unternehmen Bilder ohne Zustimmung in ihre Datens\u00e4tze aufnehmen. Unternehmen wie OpenAI und Meta wurden kritisiert und verklagt, weil sie zum Trainieren ihrer Modelle Online-Inhalte in gro\u00dfem Stil auswerten. Damit Text-zu-Bild-Generatoren wie DALL-E oder Midjourney effektiv arbeiten k\u00f6nnen, m\u00fcssen sie auf gro\u00dfen Mengen visueller Daten trainiert werden. Eine Reihe von K\u00fcnstlern hat sich dar\u00fcber beschwert, dass diese Bildgeneratoren nun in der Lage sind, Bilder in ihrem Stil zu erstellen, nachdem sie ihre Kunst ohne Zustimmung abgegriffen haben. Die Forscher haben Nightshade entwickelt, ein Werkzeug, das unsichtbare Bilder einbettet.<\/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":"\nData 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\/de\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\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. 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