{"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\/de\/2023\/08\/hackers-attempt-to-expose-ai-bias-at-def-con-with-government-backing\/","title":{"rendered":"Das Wei\u00dfe Haus hat Hacker angeheuert, um Vorurteile im Zusammenhang mit KI aufzudecken"},"content":{"rendered":"

Das Wei\u00dfe Haus hat k\u00fcrzlich Hacker angeworben, um die KI-Technologie unter die Lupe zu nehmen.<\/strong><\/p>\n

Dies war Teil eines umfassenden \u00f6ffentlichen Red-Teaming-Wettbewerbs, der w\u00e4hrend der <\/span>Verteidigungsministerium<\/span><\/a> Hacker-Kongress in Las Vegas.\u00a0<\/span><\/p>\n

Das Konzept des Red-Teaming - die Durchf\u00fchrung aggressiver Tests zur Aufdeckung technologischer Verzerrungen und Ungenauigkeiten - ist im Allgemeinen eine interne Angelegenheit. <\/span><\/p>\n

Die Allgegenw\u00e4rtigkeit \u00f6ffentlicher KI wie ChatGPT \u00fcbt jedoch Druck auf die Entwickler aus, ihre Tools einer intensiven Pr\u00fcfung zu unterziehen, was auch vom Wei\u00dfen Haus gefordert wird.\u00a0<\/span><\/p>\n

Auf der diesj\u00e4hrigen Def Con wurde die KI-Technologie von Tech-Giganten wie Google und OpenAI ins Rampenlicht ger\u00fcckt, w\u00e4hrend Hacker versuchten, Probleme mit Vorurteilen und Diskriminierung aufzudecken. <\/span><\/p>\n

An der Sitzung nahm auch Arati Prabhakar, Leiterin des B\u00fcros f\u00fcr Wissenschafts- und Technologiepolitik im Wei\u00dfen Haus, teil.\u00a0<\/span><\/p>\n

Kelsey Davis, Gr\u00fcnderin und CEO des Technologieunternehmens CLLCTVE, geh\u00f6rte zu den Hunderten von Hackern, die an dem Wettbewerb teilnahmen.\u00a0<\/span><\/p>\n

Davis erkl\u00e4rte ihre Begeisterung \u00fcber die Veranstaltung gegen\u00fcber NPR: \"Das ist eine wirklich coole M\u00f6glichkeit, einfach die \u00c4rmel hochzukrempeln. Sie helfen dabei, etwas zu entwickeln, das gerechter und inklusiver ist.\"<\/span><\/p>\n

Eind\u00e4mmung von KI-Voreingenommenheit<\/span><\/h2>\n

Davis konzentrierte sich darauf, demografische Stereotypen in KI-Antworten aufzudecken. <\/span><\/p>\n

W\u00e4hrend der Chatbot auf bestimmte Fragen angemessen reagierte, zeigte er eine eklatante rassistische Voreingenommenheit, als er nach einem Szenario gefragt wurde, in dem es um den Besuch einer Historically Black College or University (HBCU) ging.\u00a0<\/span><\/p>\n

\"Das ist gut - das bedeutet, dass ich es gebrochen habe\", bemerkte Davis, nachdem der KI-Chatbot stereotype Vorurteile gezeigt hatte. Inzwischen hat sie ihre Ergebnisse eingereicht, die bei der weiteren Verfeinerung der Technologie ber\u00fccksichtigt werden sollen.<\/span><\/p>\n

Das Engagement des Wei\u00dfen Hauses unterstreicht die entscheidende Bedeutung des Red-Teaming bei der Bek\u00e4mpfung von KI-Vorurteilen.\u00a0<\/span><\/p>\n

Prabhakar erkl\u00e4rte: \"Diese Herausforderung enth\u00e4lt viele der Elemente, die wir sehen m\u00fcssen. Sie ist strukturiert, sie ist unabh\u00e4ngig, sie ist eine verantwortungsvolle Berichterstattung und sie bringt viele verschiedene Leute mit vielen verschiedenen Hintergr\u00fcnden an den Tisch\".<\/span><\/p>\n

KI-Voreingenommenheit ist f\u00fcr viele Menschen ein sehr reales Problem. So wurde beispielsweise festgestellt, dass ein Rekrutierungstool von Amazon Bewerbungen von Frauen benachteiligt, und mindestens f\u00fcnf schwarze M\u00e4nner wurden in den USA aufgrund von falsche Gesichtserkennung<\/a> Streichh\u00f6lzer.\u00a0<\/span><\/p>\n

Forscher arbeiten daran <\/span>KI-Voreingenommenheit aufdecken<\/span><\/a> Das Problem liegt oft in den Trainingsdaten, die oft nicht repr\u00e4sentativ f\u00fcr die verschiedenen Bev\u00f6lkerungsgruppen sind, denen die KI dienen soll.\u00a0<\/span><\/p>\n

Die Organisatoren der Def Con bem\u00fchten sich um eine vielf\u00e4ltige Teilnehmergruppe f\u00fcr die Red-Teaming-Herausforderung, indem sie Partnerschaften mit Volkshochschulen und gemeinn\u00fctzigen Organisationen wie Black Tech Street eingingen.<\/span><\/p>\n

Tyrance Billingsley, Gr\u00fcnder von Black Tech Street, sagte: \"KI ist entscheidend. Und wir m\u00fcssen hier sein\".<\/span><\/p>\n

In den kommenden Monaten werden die Technologieunternehmen die eingereichten Bewerbungen pr\u00fcfen und versuchen, die notwendigen Anpassungen an ihren KI-Modellen vorzunehmen, um Verzerrungen abzumildern. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Das Wei\u00dfe Haus hat k\u00fcrzlich Hacker rekrutiert, um die KI-Technologie unter die Lupe zu nehmen. Dies war Teil einer umfassenden \u00f6ffentlichen Red-Teaming-Herausforderung, die w\u00e4hrend des Def Con-Hacking-Kongresses in Las Vegas organisiert wurde. Das Konzept des Red-Teaming - die Durchf\u00fchrung aggressiver Tests, um technologische Verzerrungen und Ungenauigkeiten aufzudecken - ist im Allgemeinen eine interne Angelegenheit. Die Allgegenwart \u00f6ffentlicher KI wie ChatGPT \u00fcbt jedoch Druck auf die Entwickler aus, ihre Tools einer intensiven Pr\u00fcfung zu unterziehen, wozu auch das Wei\u00dfe Haus aufruft. Auf der Def Con in diesem Jahr wurde die KI-Technologie von Tech-Giganten wie Google und OpenAI ins Rampenlicht ger\u00fcckt, als Hacker versuchten<\/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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