{"id":4685,"date":"2023-08-26T18:24:47","date_gmt":"2023-08-26T18:24:47","guid":{"rendered":"https:\/\/dailyai.com\/?p=4685"},"modified":"2023-08-26T18:46:29","modified_gmt":"2023-08-26T18:46:29","slug":"hackers-attempt-to-expose-ai-bias-at-def-con-with-government-backing","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/08\/hackers-attempt-to-expose-ai-bias-at-def-con-with-government-backing\/","title":{"rendered":"La Maison Blanche a recrut\u00e9 des hackers pour d\u00e9noncer les biais li\u00e9s \u00e0 l'IA"},"content":{"rendered":"

La Maison Blanche a r\u00e9cemment recrut\u00e9 des pirates informatiques pour examiner la technologie de l'IA.<\/strong><\/p>\n

Cette action s'inscrivait dans le cadre d'un d\u00e9fi public de grande envergure organis\u00e9 lors de la conf\u00e9rence de Copenhague. <\/span>D\u00e9f Con<\/span><\/a> \u00e0 Las Vegas.\u00a0<\/span><\/p>\n

Le concept de \"red-teaming\", qui consiste \u00e0 effectuer des tests agressifs pour d\u00e9couvrir les biais et les inexactitudes technologiques, est g\u00e9n\u00e9ralement une affaire interne. <\/span><\/p>\n

Toutefois, l'omnipr\u00e9sence d'IA publiques telles que ChatGPT incite les d\u00e9veloppeurs \u00e0 soumettre leurs outils \u00e0 un examen approfondi, ce que la Maison-Blanche a \u00e9galement demand\u00e9 avec insistance.\u00a0<\/span><\/p>\n

Lors de la conf\u00e9rence Def Con de cette ann\u00e9e, la technologie d'IA de g\u00e9ants de la technologie tels que Google et OpenAI a \u00e9t\u00e9 mise sous les feux de la rampe, tandis que des pirates informatiques tentaient d'exposer les probl\u00e8mes de partialit\u00e9 et de discrimination. <\/span><\/p>\n

Arati Prabhakar, responsable du bureau de la politique scientifique et technologique \u00e0 la Maison Blanche, a particip\u00e9 \u00e0 la session.\u00a0<\/span><\/p>\n

Kelsey Davis, fondatrice et PDG de l'entreprise technologique CLLCTVE, faisait partie des centaines de hackers participant au d\u00e9fi.\u00a0<\/span><\/p>\n

Mme Davis a expliqu\u00e9 son enthousiasme pour l'\u00e9v\u00e9nement \u00e0 NPR : \"C'est une fa\u00e7on vraiment cool de se retrousser les manches. Vous contribuez au processus d'\u00e9laboration de quelque chose de plus \u00e9quitable et de plus inclusif\".<\/span><\/p>\n

Lutter contre la partialit\u00e9 de l'IA<\/span><\/h2>\n

M. Davis s'est attach\u00e9 \u00e0 mettre en \u00e9vidence les st\u00e9r\u00e9otypes d\u00e9mographiques dans les r\u00e9ponses de l'IA. <\/span><\/p>\n

Si le chatbot a r\u00e9pondu de mani\u00e8re appropri\u00e9e \u00e0 certaines questions, il a fait preuve d'un pr\u00e9jug\u00e9 racial flagrant lorsqu'on lui a demand\u00e9 d'\u00e9tudier dans une universit\u00e9 ou un coll\u00e8ge historiquement noir (Historically Black College or University, HBCU).\u00a0<\/span><\/p>\n

\"C'est bien, cela signifie que je l'ai cass\u00e9\", a fait remarquer Mme Davis apr\u00e8s que le chatbot a affich\u00e9 des pr\u00e9jug\u00e9s st\u00e9r\u00e9otyp\u00e9s. Elle a depuis soumis ses conclusions, qui seront prises en compte pour affiner la technologie.<\/span><\/p>\n

L'engagement de la Maison Blanche souligne l'importance cruciale des \u00e9quipes rouges dans la lutte contre les pr\u00e9jug\u00e9s li\u00e9s \u00e0 l'IA.\u00a0<\/span><\/p>\n

M. Prabhakar a expliqu\u00e9 que \"ce d\u00e9fi r\u00e9unit un grand nombre des \u00e9l\u00e9ments dont nous avons besoin. Il est structur\u00e9, il est ind\u00e9pendant, il s'agit d'un rapport responsable et il met autour de la table un grand nombre de personnes diff\u00e9rentes ayant des ant\u00e9c\u00e9dents tr\u00e8s vari\u00e9s\".<\/span><\/p>\n

Les biais de l'IA sont un probl\u00e8me bien r\u00e9el pour de nombreuses personnes. Par exemple, il a \u00e9t\u00e9 constat\u00e9 qu'un outil de recrutement d'Amazon p\u00e9nalisait les candidatures f\u00e9minines, et au moins cinq hommes noirs ont \u00e9t\u00e9 arr\u00eat\u00e9s aux \u00c9tats-Unis en raison de l'utilisation de l'IA. fausse reconnaissance faciale<\/a> correspondances.\u00a0<\/span><\/p>\n

Les chercheurs travaillent \u00e0 <\/span>d\u00e9noncer la partialit\u00e9 de l'IA<\/span><\/a> Le probl\u00e8me provient souvent des donn\u00e9es de formation, qui sont souvent peu repr\u00e9sentatives des diverses populations que l'IA est cens\u00e9e servir.\u00a0<\/span><\/p>\n

Les organisateurs de la Def Con ont d\u00e9ploy\u00e9 des efforts concert\u00e9s pour assurer la diversit\u00e9 des participants \u00e0 l'\u00e9preuve de l'\u00e9quipe rouge, en s'associant \u00e0 des \u00e9tablissements d'enseignement sup\u00e9rieur et \u00e0 des organisations \u00e0 but non lucratif telles que Black Tech Street.<\/span><\/p>\n

Tyrance Billingsley, fondateur de Black Tech Street, a d\u00e9clar\u00e9 : \"L'IA est essentielle. Et nous devons \u00eatre pr\u00e9sents.\"<\/span><\/p>\n

Dans les mois \u00e0 venir, les entreprises technologiques examineront les candidatures et tenteront d'apporter les ajustements n\u00e9cessaires \u00e0 leurs mod\u00e8les d'IA afin d'att\u00e9nuer les pr\u00e9jug\u00e9s. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

La Maison Blanche a r\u00e9cemment recrut\u00e9 des pirates informatiques pour examiner de pr\u00e8s la technologie de l'IA. Cette d\u00e9marche s'inscrit dans le cadre d'un vaste d\u00e9fi public de red-teaming organis\u00e9 lors de la convention de piratage Def Con \u00e0 Las Vegas. Le concept de red-teaming, qui consiste \u00e0 mener des tests agressifs pour d\u00e9couvrir les biais et les inexactitudes technologiques, est g\u00e9n\u00e9ralement une affaire interne. Toutefois, l'omnipr\u00e9sence d'IA publiques telles que ChatGPT exerce une pression sur les d\u00e9veloppeurs pour qu'ils exposent leurs outils \u00e0 un examen approfondi, ce que la Maison-Blanche a \u00e9galement demand\u00e9 avec insistance. Lors de la Def Con de cette ann\u00e9e, la technologie d'IA de g\u00e9ants de la technologie tels que Google et OpenAI a \u00e9t\u00e9 mise sous les feux de la rampe lorsque des pirates ont tent\u00e9 de s'en emparer.<\/p>","protected":false},"author":2,"featured_media":4686,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[290,343,344],"class_list":["post-4685","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-ai-bias","tag-def-con","tag-hacking"],"yoast_head":"\nThe White House recruited hackers to expose AI-related bias | DailyAI<\/title>\n<meta name=\"description\" content=\"The White House recently recruited hackers to scrutinize AI technology.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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