Privacy

How Far Are VLMs from Privacy Awareness in the Physical World?
An interactive audiovisual benchmark showing that current VLMs struggle to turn privacy cues into situated behavior.
Junran Wang, Xinjie Shen 沈鑫杰, Zehao Jin, Pan Li
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Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
A comprehensive evaluation benchmark for assessing privacy awareness of large language models in physical environments, revealing significant gaps when privacy is grounded in real-world contexts across four evaluation tiers.
Xinjie Shen 沈鑫杰
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Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark