Protecting Human Users Against Cognitive Attacks in Immersive Environments
arxiv(2024)
摘要
Integrating mixed reality (MR) with artificial intelligence (AI)
technologies, including vision, language, audio, reasoning, and planning,
enables the AI-powered MR assistant [1] to substantially elevate human
efficiency. This enhancement comes from situational awareness, quick access to
essential information, and support in learning new skills in the right context
throughout everyday tasks. This blend transforms interactions with both the
virtual and physical environments, catering to a range of skill levels and
personal preferences. For instance, computer vision enables the understanding
of the user's environment, allowing for the provision of timely and relevant
digital overlays in MR systems. At the same time, language models enhance
comprehension of contextual information and support voice-activated dialogue to
answer user questions. However, as AI-driven MR systems advance, they also
unveil new vulnerabilities, posing a threat to user safety by potentially
exposing them to grave dangers [5, 6].
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