{"id":9376,"date":"2024-01-20T16:18:52","date_gmt":"2024-01-20T16:18:52","guid":{"rendered":"https:\/\/dailyai.com\/?p=9376"},"modified":"2024-01-26T12:21:52","modified_gmt":"2024-01-26T12:21:52","slug":"the-university-of-chicagos-nightshade-is-designed-to-poison-ai-models","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2024\/01\/the-university-of-chicagos-nightshade-is-designed-to-poison-ai-models\/","title":{"rendered":"University of Chicagos Nightshade \u00e4r utformad f\u00f6r att f\u00f6rgifta AI-modeller"},"content":{"rendered":"<p><strong>En grupp Chicago-baserade utvecklare har utrustat konstn\u00e4rer med Nightshade, en metod f\u00f6r att sl\u00e5 tillbaka mot oetiska datapraktiker.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Nightshade \u00e4r ett sofistikerat verktyg som \u00e4r utformat f\u00f6r att skydda digitala konstverk fr\u00e5n obeh\u00f6rig anv\u00e4ndning i AI-tr\u00e4ning genom att introducera \"giftiga\" prover. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dessa f\u00f6r\u00e4ndringar \u00e4r om\u00e4rkliga f\u00f6r det m\u00e4nskliga \u00f6gat men st\u00f6r en AI:s inl\u00e4rningsprocess och leder till felaktiga associationer och svar. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den <\/span><a href=\"https:\/\/nightshade.cs.uchicago.edu\/whatis.html\"><span style=\"font-weight: 400;\">forskare skriver<\/span><\/a><span style=\"font-weight: 400;\">\"Ett m\u00e4nskligt \u00f6ga kan se en skuggad bild av en ko p\u00e5 ett gr\u00f6nt f\u00e4lt i stort sett of\u00f6r\u00e4ndrad, men en AI-modell kan se en stor l\u00e4derv\u00e4ska som ligger i gr\u00e4set.\"\u00a0<\/span><\/p>\n<p>Effekten ackumuleras, s\u00e5 ju fler \"f\u00f6rgiftade\" bilder som hamnar i ett dataset, desto mer f\u00f6rs\u00e4mras modellens prestanda.<\/p>\n<figure id=\"attachment_9378\" aria-describedby=\"caption-attachment-9378\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-9378 size-large\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-1024x256.png\" alt=\"Nightshade AI\" width=\"1024\" height=\"256\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-1024x256.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-300x75.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-768x192.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-370x93.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-800x200.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-740x185.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-20x5.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2-192x48.png 192w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison2.png 1276w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-9378\" class=\"wp-caption-text\">Hur Nightshade giftiga attacker fungerar. K\u00e4lla: <a href=\"https:\/\/arxiv.org\/pdf\/2310.13828.pdf\">University of Chicago via ArXiv<\/a><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">Detta verktyg kommer i till\u00e4gg till University of Chicagos tidigare skapelse, Glaze, som ocks\u00e5 hj\u00e4lper konstn\u00e4rer att bek\u00e4mpa dataskrapning. \"Glaze kan \u00e4ndra saker som f\u00e4rger och penseldrag och presentera en annan konstn\u00e4rlig stil \u00e4n vad som faktiskt finns d\u00e4r\", f\u00f6rklarar utvecklarna.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nightshade avviker dock fr\u00e5n Glaze i tillv\u00e4gag\u00e5ngss\u00e4tt. \"Medan Glaze var ett defensivt verktyg \u00e4r Nightshade utformat f\u00f6r att vara ett offensivt verktyg\", s\u00e4ger teamet.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Jag \u00e4r v\u00e4ldigt glad \u00f6ver att kunna ber\u00e4tta att \"Artifact\" har blivit Glazed och Nightshaded av <a href=\"https:\/\/twitter.com\/TheGlazeProject?ref_src=twsrc%5Etfw\">@TheGlazeProject<\/a> och vilket perfekt verk f\u00f6r det ocks\u00e5. Det h\u00e4r \u00e4r en m\u00e5lning om generativ AI som kannibaliserar den autentiska r\u00f6sten hos m\u00e4nskliga kreat\u00f6rer. N\u00e4r den h\u00e4r bilden skrapas fram f\u00f6r tr\u00e4ning, ja... <a href=\"https:\/\/t.co\/0VNFIyabc2\">pic.twitter.com\/0VNFIyabc2<\/a><\/p>\n<p>- Kelly McKernan (@Kelly_McKernan) <a href=\"https:\/\/twitter.com\/Kelly_McKernan\/status\/1746577016407622064?ref_src=twsrc%5Etfw\">14 januari 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<h2>Hur Nightshade fungerar i fem steg<\/h2>\n<p><span style=\"font-weight: 400;\">Nightshade \u00e4r ett smart verktyg som anv\u00e4nder de maskininl\u00e4rningsfunktioner som ing\u00e5r i modellutbildningen mot sj\u00e4lva systemet, vilket f\u00f6rgiftar inl\u00e4rningsprocessen och leder till s\u00e4mre resultat f\u00f6r olika modeller.\u00a0<\/span><\/p>\n<p><b>F\u00f6rst\u00e5else f\u00f6r s\u00e5rbarheten<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Nightshade-attacken utnyttjar en specifik svaghet i generativa modeller f\u00f6r text-till-bild. Dessa AI-modeller tr\u00e4nas p\u00e5 stora datam\u00e4ngder med bilder och motsvarande textbeskrivningar. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Teamet fr\u00e5n University of Chicago uppt\u00e4ckte dock att m\u00e4ngden tr\u00e4ningsdata \u00e4r ganska begr\u00e4nsad f\u00f6r vissa specifika fr\u00e5gor eller \u00e4mnen. Denna begr\u00e4nsade datapool f\u00f6r specifika uppmaningar g\u00f6r dessa modeller s\u00e5rbara f\u00f6r riktade dataf\u00f6rgiftningsattacker.<\/span><\/p>\n<p><b>Konceptet bakom Nightshade<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Nightshade \u00e4r en sofistikerad metod som \u00e4r utformad f\u00f6r att utf\u00f6ra vad som kallas en prompt-specifik f\u00f6rgiftningsattack.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> Enkelt uttryckt \u00e4r det som att inf\u00f6ra ett litet, noggrant utformat fel i AI:ns inl\u00e4rningsprocess, vilket leder till betydande och riktade misstag n\u00e4r AI:n genererar bilder baserat p\u00e5 vissa uppmaningar. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den viktigaste egenskapen hos Nightshade \u00e4r dess f\u00f6rm\u00e5ga att producera \"f\u00f6rgiftade\" prover som ser normala ut f\u00f6r m\u00e4nskliga \u00f6gon men som \u00e4r radikalt annorlunda i hur AI uppfattar och l\u00e4r sig av dem.<\/span><\/p>\n<p><b>Skapa giftprov<\/b><\/p>\n<p><span style=\"font-weight: 400;\">F\u00f6r att utf\u00f6ra en Nightshade-attack genererar forskarna f\u00f6rst vad de kallar \"ankarbilder\". Dessa \u00e4r bilder av ett koncept som inte \u00e4r relaterat till det faktiska m\u00e5let f\u00f6r attacken. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Om m\u00e5lbegreppet till exempel \u00e4r \"hund\" kan ankarbilderna vara av \"katter\". Dessa ankarbilder genereras av en AI-modell som anv\u00e4ndarna k\u00f6r p\u00e5 sin dator.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">D\u00e4refter hittar forskarna verkliga bilder av m\u00e5lkonceptet (som hundar) och \u00e4ndrar dem subtilt f\u00f6r att anpassa dem till funktionerna i ankarbilderna i AI:s uppfattning.<\/span><\/p>\n<figure id=\"attachment_9377\" aria-describedby=\"caption-attachment-9377\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-9377 size-large\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-1024x501.png\" alt=\"AI Nattskugga\" width=\"1024\" height=\"501\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-1024x501.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-300x147.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-768x376.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-370x181.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-800x391.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-740x362.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-20x10.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison-98x48.png 98w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Poison.png 1413w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-9377\" class=\"wp-caption-text\">Ett exempel p\u00e5 hur bilder successivt f\u00f6rgiftas genom att fler prover l\u00e4ggs till. K\u00e4llan \u00e4r: <a href=\"https:\/\/arxiv.org\/pdf\/2310.13828.pdf\">University of Chicago via ArXiv<\/a>.<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">F\u00f6r en m\u00e4nniska ser de h\u00e4r modifierade bilderna fortfarande ut som hundar, men f\u00f6r AI:n liknar de katter. \u00c4ven om det kan vara sv\u00e5rt att f\u00f6rst\u00e5, \u00e4r det viktigt att komma ih\u00e5g att de former som skapar bilder alltid \u00e4r fundamentalt lika.\u00a0<\/span><\/p>\n<p>F\u00f6r\u00e4ndringarna kallas adversarial perturbations. De \u00e4r noggrant utr\u00e4knade f\u00f6r att flytta bildens representation i AI:ns funktionsrymd fr\u00e5n den region som f\u00f6rknippas med katter till den som f\u00f6rknippas med hundar.<\/p>\n<p><b>Hur attacken p\u00e5verkar AI-modeller<\/b><\/p>\n<p><span style=\"font-weight: 400;\">N\u00e4r en generativ AI-modell tr\u00e4nas p\u00e5 dessa f\u00f6rgiftade prover b\u00f6rjar den associera funktionerna i det orelaterade konceptet (katter) med m\u00e5lkonceptet (hundar). <\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00e4r AI-modellen uppmanas att generera bilder av hundar kan den d\u00e4rf\u00f6r producera bilder av katter i st\u00e4llet. Detta beror p\u00e5 att modellens f\u00f6rst\u00e5else av vad som utg\u00f6r en \"hund\" har f\u00f6rvr\u00e4ngts av de f\u00f6rgiftade uppgifterna.<\/span><\/p>\n<p>\u00c4ven om detta inte helt \"f\u00f6rst\u00f6r\" en AI-modell, g\u00f6r det den mindre effektiv och mer of\u00f6ruts\u00e4gbar, vilket verkligen kan f\u00f6rs\u00e4mra anv\u00e4ndbarheten.<\/p>\n<p>AI-f\u00f6retag kommer sannolikt att sl\u00e5 tillbaka mot Nightshade och liknande tekniker, men det kommer att kr\u00e4va tid och anstr\u00e4ngning.<\/p>\n<p><b>P\u00e5verkan<\/b><\/p>\n<p><span style=\"font-weight: 400;\">En viktig effekt av Nightshade-attacken \u00e4r dess \"genombl\u00f6dningseffekt\". Det inneb\u00e4r att f\u00f6rgiftningen av ett koncept kan p\u00e5verka relaterade koncept. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Om man till exempel f\u00f6rgiftar begreppet \"hundar\" kan det ocks\u00e5 p\u00e5verka hur modellen genererar bilder av relaterade djur som \"vargar\" eller \"r\u00e4var\".<\/span><\/p>\n<figure id=\"attachment_9389\" aria-describedby=\"caption-attachment-9389\" style=\"width: 711px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-9389 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/poison3.png\" alt=\"AI Nattskugga\" width=\"711\" height=\"393\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/poison3.png 711w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/poison3-300x166.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/poison3-370x205.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/poison3-20x11.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/poison3-87x48.png 87w\" sizes=\"auto, (max-width: 711px) 100vw, 711px\" \/><figcaption id=\"caption-attachment-9389\" class=\"wp-caption-text\">H\u00e4r visas en modell d\u00e4r begreppet \"hund\" \u00e4r f\u00f6rgiftat. Utan att vara specifikt utpekade, kan relaterade begrepp<br \/>skadas av f\u00f6rgiftningen (kallas genombl\u00f6dningseffekten). K\u00e4llan \u00e4r: <a href=\"https:\/\/arxiv.org\/pdf\/2310.13828.pdf\">University of Chicago via ArXiv<\/a><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">N\u00e4r flera begrepp f\u00f6rgiftas i en modell kan det dessutom bryta modellens f\u00f6rm\u00e5ga att generera sammanh\u00e4ngande bilder f\u00f6r ett brett spektrum av uppmaningar.<\/span><\/p>\n<h2>Hur artister kan anv\u00e4nda Nightshade<\/h2>\n<p><span style=\"font-weight: 400;\">Nightshade \u00e4r ett verktyg som du laddar ner och anv\u00e4nder sj\u00e4lv, men det \u00e4r ganska resurskr\u00e4vande och kr\u00e4ver en kompatibel Nvidia GPU med minst 4G minne. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den h\u00e4r processen kan f\u00f6renklas i framtiden, eller s\u00e5 kan det finnas molntj\u00e4nster d\u00e4r du helt enkelt kan ladda upp dina bilder s\u00e5 att de blir Nightshade'd \u00e5t dig.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S\u00e5 h\u00e4r anv\u00e4nder du Nightshade:\u00a0<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>V\u00e4lj ditt konstverk<\/b><span style=\"font-weight: 400;\">: Du kan antingen dra en enskild bild till bildplatsh\u00e5llaren eller v\u00e4lja flera bilder med hj\u00e4lp av knappen \"Select...\" (V\u00e4lj...).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Justera parametrarna<\/b><span style=\"font-weight: 400;\">: Intensity best\u00e4mmer styrkan p\u00e5 Nightshades effekt. En h\u00f6gre intensitet leder till en kraftigare st\u00f6rning men kan orsaka m\u00e4rkbara f\u00f6r\u00e4ndringar i ditt konstverk. Renderingskvalitet anger ber\u00e4kningstiden f\u00f6r att hitta den optimala giftniv\u00e5n. H\u00f6gre kvalitet ger starkare gift men kr\u00e4ver mer tid. Om du har en GPU g\u00e5r den h\u00e4r processen snabbare.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>V\u00e4lj utdatakatalog<\/b><span style=\"font-weight: 400;\">: V\u00e4lj var du vill att Nightshaded-bilderna ska sparas.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>V\u00e4lj gifttagg<\/b><span style=\"font-weight: 400;\">: Nightshade fungerar genom att vilseleda AI om vissa begrepp i din bild. Den kan t.ex. \u00e4ndra bilder som taggats som \"bil\" s\u00e5 att de uppfattas som \"ko\" av AI-modeller. Nightshade kommer att f\u00f6resl\u00e5 en tagg baserad p\u00e5 sin inneh\u00e5llsanalys n\u00e4r du v\u00e4ljer din bild. Se till att taggen korrekt \u00e5terspeglar nyckelbegreppet i din bild och justera vid behov. Effektiviteten hos Nightshade \u00f6kar n\u00e4r din bild associeras med den h\u00e4r taggen genom alt-text, bildtexter eller n\u00e4rliggande text.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>K\u00f6r Nightshade<\/b><span style=\"font-weight: 400;\">: N\u00e4r du har slutf\u00f6rt dina inst\u00e4llningar och bekr\u00e4ftat bildtaggen startar du processen genom att trycka p\u00e5 \"Run\"-knappen. De \u00e4ndrade bilderna kommer att sparas i den valda utdatakatalogen.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Detaljerade instruktioner finns i <\/span><a href=\"https:\/\/nightshade.cs.uchicago.edu\/userguide.html\"><span style=\"font-weight: 400;\">officiell anv\u00e4ndarhandbok h\u00e4r<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<\/ol>\n<div class=\"mceTemp\"><\/div>\n<h2>Gemenskapens mottagning till Nightshade-mottagningen<\/h2>\n<p><span style=\"font-weight: 400;\">Det har funnits ett \u00f6verv\u00e4ldigande st\u00f6d f\u00f6r konstn\u00e4rer som f\u00f6rs\u00f6ker f\u00f6rsvara sina verk fr\u00e5n AI, men som alltid finns det flera fraktioner, och vissa liknar det vid en cyberattack mot AI-modeller.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Som svar p\u00e5 kritiken f\u00f6rtydligar teamet: \"Nightshades m\u00e5l \u00e4r inte att bryta modeller, utan att \u00f6ka kostnaden f\u00f6r utbildning p\u00e5 olicensierad data, s\u00e5 att licensiering av bilder fr\u00e5n deras skapare blir ett l\u00f6nsamt alternativ.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Om Nightshade anv\u00e4nds p\u00e5 ett ansvarsfullt s\u00e4tt kan det bidra till att avskr\u00e4cka modellutbildare som struntar i upphovsr\u00e4tt, opt-out-listor och do-not-scrape\/robots.txt-direktiv\", h\u00e4vdar de.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Debatten kring dataskrapning och tr\u00e4ning av AI-modeller har blivit extremt bitter efter kontroversen p\u00e5 Midjourney och en flodv\u00e5g av f\u00f6retag som anv\u00e4nder AI-genererade konstverk och ers\u00e4tter m\u00e4nsklig arbetskraft i processen.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Nightshade \u00e4r ute!<\/p>\n<p>Nightshade f\u00f6rgiftar AI-modeller om din konst eller dina bilder tas utan tillst\u00e5nd, Glaze skyddar dig fr\u00e5n AI-efterlikning. Det rekommenderas att du Nightshade f\u00f6rst, sedan Glaze. En version som g\u00f6r b\u00e5da kommer.<\/p>\n<p>L\u00e4s den h\u00e4r tr\u00e5den f\u00f6r mer information.<\/p>\n<p>G\u00e5 och ta dem \ud83e\udee1 <a href=\"https:\/\/t.co\/bU8EDthUcS\">https:\/\/t.co\/bU8EDthUcS<\/a> <a href=\"https:\/\/t.co\/YddNu8xmJm\">pic.twitter.com\/YddNu8xmJm<\/a><\/p>\n<p>- Reid Southen (@Rahll) <a href=\"https:\/\/twitter.com\/Rahll\/status\/1748199402928308375?ref_src=twsrc%5Etfw\">19 januari 2024<\/a><\/p><\/blockquote>\n<p><script src=\"https:\/\/platform.twitter.com\/widgets.js\" async=\"\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">Pl\u00f6tsligt k\u00e4nns det som om det finns ett allt st\u00f6rre tomrum mellan teknikf\u00f6retag som marknadsf\u00f6r AI som en filantropisk kraft och allm\u00e4nheten, som tycker att AI tr\u00e4nger sig in f\u00f6r l\u00e5ngt i kulturen och samh\u00e4llet.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nightshade \u00e4r faktiskt inte bara anv\u00e4ndbart f\u00f6r konstn\u00e4rer. M\u00e4nniskor uppmuntrar s\u00e5 m\u00e5nga som m\u00f6jligt att anv\u00e4nda dessa verktyg, vilket skapar en mindre pool av h\u00f6gkvalitativ data som AI-f\u00f6retag kan skrapa.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Men har f\u00f6retagen tillr\u00e4ckligt med data redan? Kanske f\u00f6r tillf\u00e4llet, men f\u00f6r att h\u00e5lla modellerna moderna och uppdaterade kommer AI-utvecklarna att beh\u00f6va f\u00f6ra in nya data i sina system n\u00e5gon g\u00e5ng.\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\"><a href=\"https:\/\/twitter.com\/hashtag\/nightshade?src=hash&amp;ref_src=twsrc%5Etfw\">#Nattskugga<\/a><br \/>\nProffstips: anv\u00e4nd Nightshade p\u00e5 allt du laddar upp online (inte bara din konst), bilder fr\u00e5n sociala medier, dagliga bilder p\u00e5 din m\u00e5ltid, familj, valpar, kattungar, slumpm\u00e4ssiga selfies och gatubilder - och l\u00e5t spelet b\u00f6rja.<\/p>\n<p>- redigera ballai \ud83c\udf3f (@eballai) <a href=\"https:\/\/twitter.com\/eballai\/status\/1748404634056573339?ref_src=twsrc%5Etfw\">19 januari 2024<\/a><\/p><\/blockquote>\n<p><script src=\"https:\/\/platform.twitter.com\/widgets.js\" async=\"\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">I Glaze och Nightshade ser vi en framv\u00e4xande teknisk och etisk kamp mellan kreat\u00f6rer och AI-f\u00f6retag.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Det kommer att bli mer och mer intressant, och kan det finnas liknande s\u00e4tt att lura och f\u00f6rgifta spr\u00e5kmodeller?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Detta, i kombination med r\u00e4ttsliga tvister, kan leda till att generativ AI g\u00e5r in i en volatil period. Det kommer att bli ett enormt \u00e5r f\u00f6r tekniken. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>En grupp Chicago-baserade utvecklare har utrustat konstn\u00e4rer med Nightshade, en metod f\u00f6r att sl\u00e5 tillbaka mot oetiska datapraktiker. Nightshade \u00e4r ett sofistikerat verktyg som \u00e4r utformat f\u00f6r att skydda digitala konstverk fr\u00e5n obeh\u00f6rig anv\u00e4ndning i AI-tr\u00e4ning genom att introducera \"giftiga\" prover. Dessa f\u00f6r\u00e4ndringar \u00e4r om\u00e4rkliga f\u00f6r det m\u00e4nskliga \u00f6gat men st\u00f6r en AI:s inl\u00e4rningsprocess, vilket leder till felaktiga associationer och svar. Forskarna skriver: \"Ett m\u00e4nskligt \u00f6ga kan se en skuggad bild av en ko p\u00e5 ett gr\u00f6nt f\u00e4lt i stort sett of\u00f6r\u00e4ndrad, men en AI-modell kan se en stor l\u00e4derv\u00e4ska som ligger i gr\u00e4set.\"  Effekten ackumuleras, s\u00e5 ju fler \"f\u00f6rgiftade\" bilder<\/p>","protected":false},"author":2,"featured_media":9379,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[197,234,526],"class_list":["post-9376","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-copyright","tag-midjourney","tag-nightshade"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The University of Chicago&#039;s Nightshade is designed to poison AI models | DailyAI<\/title>\n<meta name=\"description\" content=\"A group of Chicago-based developers have equipped artists with Nightshade, a method of fighting back against unethical data practices and model training in the AI industry.\u00a0\" \/>\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\/sv\/2024\/01\/the-university-of-chicagos-nightshade-is-designed-to-poison-ai-models\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The University of Chicago&#039;s Nightshade is designed to poison AI models | DailyAI\" \/>\n<meta property=\"og:description\" content=\"A group of Chicago-based developers have equipped artists with Nightshade, a method of fighting back against unethical data practices and model training in the AI industry.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/sv\/2024\/01\/the-university-of-chicagos-nightshade-is-designed-to-poison-ai-models\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-20T16:18:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-26T12:21:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/shutterstock_1950627238.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"673\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\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=\"Skriven av\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Ber\u00e4knad l\u00e4stid\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minuter\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/01\\\/the-university-of-chicagos-nightshade-is-designed-to-poison-ai-models\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/01\\\/the-university-of-chicagos-nightshade-is-designed-to-poison-ai-models\\\/\"},\"author\":{\"name\":\"Sam Jeans\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/711e81f945549438e8bbc579efdeb3c9\"},\"headline\":\"The University of Chicago&#8217;s Nightshade is designed to poison AI models\",\"datePublished\":\"2024-01-20T16:18:52+00:00\",\"dateModified\":\"2024-01-26T12:21:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/01\\\/the-university-of-chicagos-nightshade-is-designed-to-poison-ai-models\\\/\"},\"wordCount\":1523,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/01\\\/the-university-of-chicagos-nightshade-is-designed-to-poison-ai-models\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/shutterstock_1950627238.jpg\",\"keywords\":[\"Copyright\",\"MidJourney\",\"Nightshade\"],\"articleSection\":[\"Ethics &amp; 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