{"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\/nb\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/","title":{"rendered":"Dataforgiftningsverkt\u00f8y hjelper kunstnere med \u00e5 straffe AI-skrapere"},"content":{"rendered":"

Forskere fra University of Chicago har utviklet et nytt verkt\u00f8y for \u00e5 \"forgifte\" AI-modeller n\u00e5r AI-selskaper inkluderer bilder i datasettene sine uten samtykke.<\/strong><\/p>\n

Selskaper som OpenAI og Meta har blitt utsatt for kritikk og s\u00f8ksm\u00e5l p\u00e5 grunn av sin omfattende skraping av nettinnhold for \u00e5 trene opp modellene sine. For at tekst-til-bilde-generatorer som DALL-E eller Midjourney skal v\u00e6re effektive, m\u00e5 de trenes opp p\u00e5 store mengder visuelle data.<\/p>\n

En rekke kunstnere<\/a> har klaget over at disse bildegeneratorene n\u00e5 kan produsere bilder i deres stil etter \u00e5 ha scrapet kunsten deres uten samtykke.<\/p>\n

Den forskere opprettet Nightshad<\/a>e, et verkt\u00f8y som legger inn usynlige piksler i et bilde som deretter gj\u00f8r bildet \"giftig\" for AI-modeller.<\/p>\n

Generativ AI er avhengig av riktig merkede data. Hvis en AI-modell er trent p\u00e5 tusenvis av bilder av katter, og alle bildene er merket med \"katt\", vet den hvordan en katt skal se ut n\u00e5r du ber den om \u00e5 generere et bilde av en katt.<\/p>\n

Nightshade legger inn data i bildet som \u00f8delegger klassifiseringen av bildet. Et bilde av et slott som er forgiftet av Nightshade, vil for eksempel bli klassifisert som en gammel lastebil. Forskerne fant ut at bruk av s\u00e5 f\u00e5 som 100 bilder rettet mot en enkelt ledetekst var effektivt for \u00e5 korrumpere en modell.<\/p>\n

\"\"
De genererte bildene blir stadig mer korrupte med mer forgiftet data. Kilde: arXiv<\/a><\/figcaption><\/figure>\n

Nightshade er d\u00e5rlige nyheter for AI-bildegeneratorer<\/h2>\n

En modell som er p\u00e5virket av forgiftet data, kan f\u00e5 inntrykk av at bilder av kaker er hatter, eller at br\u00f8dristere er h\u00e5ndvesker. I tillegg til \u00e5 korrumpere det spesifikke ordet som Nightshade er ute etter, infiserer korrupsjonen ogs\u00e5 bredere begreper. Hvis \"hund\" blir korrumpert, vil ogs\u00e5 begreper som \"valp\" bli korrumpert.<\/p>\n

Hvis mange nok kunstnere begynner \u00e5 bruke Nightshade, kan det f\u00f8re til at selskapene blir mye mer forsiktige med \u00e5 innhente samtykke f\u00f8r de tar bilder.<\/p>\n

Forskerteamet vil innlemme Nightshade i Glaze-verkt\u00f8yet de ogs\u00e5 har utviklet. Glaze forkludrer stilen p\u00e5 et bilde. For eksempel kan en kunstner som \u00f8nsker \u00e5 beskytte stilen p\u00e5 verket sitt, bruke Glaze til \u00e5 merke det som \"impresjonistisk\" n\u00e5r det egentlig er \"popkunst\".<\/p>\n

Det faktum at verkt\u00f8y som Nightshade fungerer s\u00e5 effektivt, understreker en s\u00e5rbarhet<\/a> i tekst-til-bilde-generatorer som kan utnyttes av ondsinnede akt\u00f8rer.<\/p>\n

Selskaper som OpenAI og Stability AI sier at de vil respektere Fravalg av \"ikke skraping<\/a> som nettsteder kan legge til i robots.txt-filene sine. Hvis bildene som er forgiftet av Nightshade ikke skrapes, forblir modellene up\u00e5virket.<\/p>\n

Ondsinnede akt\u00f8rer kan imidlertid forgifte en stor mengde bilder og gj\u00f8re dem tilgjengelige for skraping med den hensikt \u00e5 skade AI-modeller. Den eneste m\u00e5ten \u00e5 omg\u00e5 dette p\u00e5, er med bedre merkingsdetektorer eller menneskelig gjennomgang<\/a>.<\/p>\n

Nightshade vil f\u00e5 kunstnere til \u00e5 f\u00f8le seg litt tryggere n\u00e5r det gjelder \u00e5 legge ut innholdet sitt p\u00e5 nettet, men kan skape alvorlige problemer for AI-bildegeneratorer.<\/p>","protected":false},"excerpt":{"rendered":"

Forskere fra University of Chicago har utviklet et nytt verkt\u00f8y for \u00e5 \"forgifte\" AI-modeller n\u00e5r AI-selskaper inkluderer bilder i datasettene sine uten samtykke. Selskaper som OpenAI og Meta har blitt utsatt for kritikk og s\u00f8ksm\u00e5l p\u00e5 grunn av sin omfattende skraping av nettinnhold for \u00e5 trene opp modellene sine. For at tekst-til-bilde-generatorer som DALL-E eller Midjourney skal v\u00e6re effektive, m\u00e5 de trenes opp p\u00e5 store mengder visuelle data. En rekke kunstnere har klaget over at disse bildegeneratorene n\u00e5 kan produsere bilder i deres stil etter \u00e5 ha skrapet kunsten deres uten samtykke. Forskerne skapte Nightshade, et verkt\u00f8y som legger inn usynlige<\/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\/nb\/2023\/10\/data-poisoning-tool-helps-artists-punish-ai-scrapers\/\" \/>\n<meta property=\"og:locale\" content=\"nb_NO\" \/>\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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