{"id":2548,"date":"2023-07-15T09:55:38","date_gmt":"2023-07-15T09:55:38","guid":{"rendered":"https:\/\/dailyai.com\/?p=2548"},"modified":"2023-07-15T10:14:51","modified_gmt":"2023-07-15T10:14:51","slug":"how-does-the-right-to-be-forgotten-rtbf-function-in-the-context-of-ai","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/07\/how-does-the-right-to-be-forgotten-rtbf-function-in-the-context-of-ai\/","title":{"rendered":"Hur fungerar \"r\u00e4tten att bli bortgl\u00f6md\" (RTBF) i samband med AI?"},"content":{"rendered":"

En ny studie visar p\u00e5 komplexiteten i GDPR:s \"r\u00e4tt att bli bortgl\u00f6md\" (RTBF) i samband med AI.<\/b><\/p>\n

R\u00e4tten till radering ger enskilda personer m\u00f6jlighet att kr\u00e4va att teknikf\u00f6retag permanent raderar deras personuppgifter. Men n\u00e4r det g\u00e4ller stora spr\u00e5kmodeller (LLM) och AI-chattbottar finns det inget enkelt s\u00e4tt att omv\u00e4nda modelltr\u00e4ningen f\u00f6r att ta bort specifika data.\u00a0<\/span><\/p>\n

R\u00e4tten att bli bortgl\u00f6md str\u00e4cker sig l\u00e4ngre \u00e4n Europas GDPR. J\u00e4mf\u00f6rbar lagstiftning finns i Kanada (CCPA), Japan (APPI) och flera andra l\u00e4nder. Ursprungligen var RTBF-f\u00f6rfaranden fr\u00e4mst utformade f\u00f6r s\u00f6kmotorer, vilket gjorde det relativt enkelt f\u00f6r f\u00f6retag som Google och Microsoft att hitta och eliminera specifika data fr\u00e5n sina webbindex.<\/span><\/p>\n

Forskare fr\u00e5n Data61 Business Unit, en gren av Australiens National Science Agency som specialiserar sig p\u00e5 AI, robotik och cybers\u00e4kerhet, utforskade RTBF f\u00f6r AI i en <\/span>nyligen genomf\u00f6rd studie<\/span><\/a>.<\/span><\/p>\n

Syftet var att unders\u00f6ka om och hur RTBF skulle kunna fungera i en ny era med AI-modeller som tr\u00e4nas p\u00e5 stora m\u00e4ngder data som h\u00e4mtas fr\u00e5n internet. Dessa data inneh\u00e5ller namn och sannolikt annan personligt identifierbar information (PII).\u00a0<\/span><\/p>\n

I vissa fall kan AI:er mata ut felaktig eller till och med \u00e4rekr\u00e4nkande information om m\u00e4nniskor.\u00a0<\/span>Under de senaste m\u00e5naderna har OpenAI varit inblandat i flera f\u00f6rtalsm\u00e5l<\/a>, d\u00e4r det h\u00e4vdas att en man beg\u00e5tt bedr\u00e4geri och en annan sexuella \u00f6vergrepp, vilket inte st\u00e4mmer i n\u00e5got av fallen.\u00a0<\/span><\/p>\n

I alla dessa situationer b\u00f6r det vara ett absolut minimum att radera de uppgifter som ligger till grund f\u00f6r anklagelserna.\u00a0<\/span><\/p>\n

Forskarna p\u00e5pekar dock att algoritmer f\u00f6r maskininl\u00e4rning (ML) inte \u00e4r lika enkla som s\u00f6kmotorer.<\/span><\/p>\n

De betonar att LLM lagrar och bearbetar information \"p\u00e5 ett helt annat s\u00e4tt\" j\u00e4mf\u00f6rt med den indexeringsmetod som anv\u00e4nds av s\u00f6kmotorer.<\/span><\/p>\n

Och hur vet man ens om ens personuppgifter finns med i modellen? Enligt forskarna kan anv\u00e4ndare bara f\u00e5 kunskap om sina personuppgifter i LLM:er \"genom att antingen inspektera den ursprungliga tr\u00e4ningsdataupps\u00e4ttningen eller kanske genom att uppmana modellen\". Det var p\u00e5 det senare s\u00e4ttet som Mark Walters fr\u00e5n Georgia i USA uppt\u00e4ckte att hans namn var kopplat till bedr\u00e4geri i n\u00e5gra av ChatGPT:s resultat.\u00a0<\/span><\/p>\n

ChatGPT sade om Walters: \"Mark Walters ('Walters') \u00e4r en person som \u00e4r bosatt i Georgia ... Walters har brutit mot dessa skyldigheter och ansvar genom att bland annat f\u00f6rskingra och f\u00f6rskingra SAF:s medel och tillg\u00e5ngar f\u00f6r egen vinning och manipulera SAF:s finansiella poster och kontoutdrag f\u00f6r att d\u00f6lja sina aktiviteter.\"<\/p>\n

\u00c4ven om AI-tj\u00e4nster inneb\u00e4r utmaningar f\u00f6r r\u00e4tten att bli bortgl\u00f6md betyder det inte att de \u00e4r befriade fr\u00e5n att respektera r\u00e4tten till privatliv.\u00a0<\/span><\/p>\n

Forskarna f\u00f6resl\u00e5r olika strategier f\u00f6r att eliminera data fr\u00e5n AI-tr\u00e4ningsmodeller, bland annat SISA-tekniken \"machine unlearning\", Inductive Graph Unlearning och Approximate Data Deletion.\u00a0<\/span><\/p>\n

Dessa metoder skulle kunna g\u00f6ra det m\u00f6jligt f\u00f6r AI-utvecklare att p\u00e5 ett tillf\u00f6rlitligt s\u00e4tt unders\u00f6ka sina dataset och ta bort specifika data f\u00f6r att uppr\u00e4tth\u00e5lla RTBF.<\/span><\/p>\n

Kan du ta bort dina data fr\u00e5n AI-modeller som ChatGPT?<\/span><\/h2>\n

OpenAI har inf\u00f6rt rutiner f\u00f6r att individer ska kunna beg\u00e4ra radering av personuppgifter i AI-modeller och v\u00e4lja bort framtida dataanv\u00e4ndning f\u00f6r tr\u00e4ning av AI.\u00a0<\/span><\/p>\n

Denna artikel<\/span><\/a> t\u00e4cker olika aspekter av OpenAI:s integritetspolicy, inklusive r\u00e4tten till radering, som kan beg\u00e4ras via <\/span>detta formul\u00e4r<\/span><\/a>. Den specifika hanteringen av dessa f\u00f6rfr\u00e5gningar \u00e4r fortfarande oklar, och det finns f\u00e5 bevis f\u00f6r att m\u00e4nniskor lanserar framg\u00e5ngsrika RTBF-anspr\u00e5k.\u00a0<\/span><\/p>\n

Dessutom kan anv\u00e4ndarna g\u00f6ra en beg\u00e4ran om tillg\u00e5ng till uppgifter om registrerade (DSAR) f\u00f6r att ut\u00f6va GDPR-r\u00e4ttigheter som r\u00e4ttelse, begr\u00e4nsning eller \u00f6verf\u00f6ring av uppgifter.\u00a0<\/span><\/p>\n

OpenAI noterade dock att det f\u00f6r n\u00e4rvarande inte \u00e4r m\u00f6jligt att korrigera felaktiga data som genereras av dess modeller, s\u00e5 radering skulle sannolikt vara l\u00f6sningen.<\/span><\/p>\n

Trots dessa mekanismer varnade OpenAI f\u00f6r att de kan komma att avsl\u00e5 eller bara delvis agera p\u00e5 f\u00f6rfr\u00e5gningar baserat p\u00e5 juridiska begr\u00e4nsningar och balansering av integritetsbeg\u00e4ran mot yttrandefriheten.<\/span><\/p>\n

OpenAI erbjuder ocks\u00e5 en opt-out f\u00f6r anv\u00e4ndare som inte vill att deras data ska anv\u00e4ndas f\u00f6r AI-tr\u00e4ning via ChatGPT-kontoinst\u00e4llningar.<\/span><\/p>\n

OpenAI tillhandah\u00e5ller f\u00f6ljande e-postadress f\u00f6r korrespondens i \u00e4rendet: <\/span>dsar@openai.com<\/span><\/a>.<\/span><\/p>\n

Naturligtvis \u00e4r ChatGPT inte den enda AI som utbildas p\u00e5 \u00f6ppna internetdata. Den som vill ta bort sin personliga information fr\u00e5n alla st\u00f6rre offentliga AI-chattbottar m\u00e5ste kontakta varje utvecklare separat.<\/span><\/p>\n

Faktum \u00e4r att de flesta data som publiceras p\u00e5 internet \u00e4r tillg\u00e4ngliga f\u00f6r AI-f\u00f6retag, och att ta bort data fr\u00e5n modeller \u00e4r en exceptionellt stor utmaning.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

En ny studie visar p\u00e5 komplexiteten i GDPR:s \"r\u00e4tt att bli bortgl\u00f6md\" (RTBF) i samband med AI. R\u00e4tten till radering ger enskilda personer r\u00e4tt att kr\u00e4va att teknikf\u00f6retag permanent raderar deras personuppgifter. Men n\u00e4r det g\u00e4ller stora spr\u00e5kmodeller (LLM) och AI-chattbottar finns det inget enkelt s\u00e4tt att omv\u00e4nda modellutbildningen f\u00f6r att ta bort specifika data. R\u00e4tten att bli bortgl\u00f6md str\u00e4cker sig l\u00e4ngre \u00e4n Europas GDPR. J\u00e4mf\u00f6rbar lagstiftning finns i Kanada (CCPA), Japan (APPI) och flera andra l\u00e4nder. Ursprungligen var RTBF-f\u00f6rfaranden fr\u00e4mst utformade f\u00f6r s\u00f6kmotorer, vilket gjorde det relativt enkelt<\/p>","protected":false},"author":2,"featured_media":2549,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[219,218,220,92],"class_list":["post-2548","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-policy","tag-data-protection","tag-gdpr","tag-privacy","tag-regulation"],"yoast_head":"\nHow does the "right to be forgotten" (RTBF) function in the context of AI? | DailyAI<\/title>\n<meta name=\"description\" content=\"A new study reveals the complexities of the GDPR\u2019s "right to be forgotten" (RTBF) in the context of AI.\" \/>\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\/2023\/07\/how-does-the-right-to-be-forgotten-rtbf-function-in-the-context-of-ai\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How does the "right to be forgotten" (RTBF) function in the context of AI? 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