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Shidong Pan

3 accepted papers

2026

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

AAAI 2026technical

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 c

Cited by 0SourcePDFScholar
2026

VPD-100K: Towards Generalizable and Fine-grained Visual Privacy Protection

ICML 2026poster

Privacy protection has become a critical requirement in the era of ubiquitous visual data sharing, imposing higher demands on efficient and robust privacy detection algorithms. However, current robust detection models are severely hindered by the lack of comprehensive datasets. Existing privacy-orie…

Cited by 0SourceScholar