AAAI 2026technical0 citations

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents

Zhixin Lin, Jungang Li, Shidong Pan, Yibo Shi, Yue Yao, Dongliang Xu

Abstract

Smartphones bring significant convenience to users but also enable devices to extensively record various types of personal information. Existing smartphone agents powered by Multimodal Large Language Models (MLLMs) have achieved remarkable performance in automating different tasks. However, as the cost, these agents are granted substantial access to sensitive users

BibTeX
@inproceedings{aaai2026_mindthethirdeyeb,
  title = {Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents},
  author = {Zhixin Lin and Jungang Li and Shidong Pan and Yibo Shi and Yue Yao and Dongliang Xu},
  booktitle = {AAAI 2026},
  year = {2026}
}
Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents · AAAI 2026