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Carnegie Mellon University Experts Identify Vulnerability In Large Language Models

Large language models (LLMs) use deep-learning techniques to process and generate human-like text. The models train on vast amounts of data from books, articles, websites and other sources to generate responses, translate languages, summarize text, a

San franciscoUnited statesGoogle bardZifan wangZico kolterMatt fredriksonAndy zouPrivacy instituteSoftware engineering instituteCarnegie mellon universityComputer scienceCylab securityTransferable adversarial attacksAligned language modelsProfessors matt fredrikson

Researchers poke holes in safety controls of ChatGPT and other chatbots

When artificial intelligence companies build online chatbots, like ChatGPT, Claude and Google Bard, they spend months adding guardrails that are supposed to prevent their systems from generating hate speech, disinformation and other toxic material.

San franciscoUnited statesNew yorkCarnegie mellonZico kolterAviv ovadyaElijah lawalMichael sellittoHannah wongMatt fredriksonZifan wangSomesh jhaGoogle bardAndy zouNew york timesCarnegie mellon university in pittsburgh

Researchers trick large language models into providing prohibited responses

Researchers trick large language models into providing prohibited responses
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Andy zouGoogle bardSciencex networkResearchers at carnegie mellon university in pittsburghCarnegie mellon universityTransferable adversarial attacksAligned language models

Researchers poke holes in safety controls of ChatGPT and other chatbots

Researchers poke holes in safety controls of ChatGPT and other chatbots
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San franciscoUnited statesZico kolterGoogle bardAndy zouMatt fredriksonZifan wangElijah lawalMichael sellittoHannah wongSomesh jhaAviv ovadyaCarnegie mellonBerkman klein centerInternet society at harvardUniversity of wisconsin

Adversarial Attack Makes ChatGPT Produce Objectionable Content

Adversarial Attack Makes ChatGPT Produce Objectionable Content
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Andy zouCarnegie mellon university in pittsburghLarge language modelsCarnegie mellon universityLanguage modelsLarge language modelTransferable adversarial attacksAligned language models