most citedLLMAID: Identifying AI Capabilities in Android Apps with LLMs

1 citations · 3 across the 22 of their papers we have counts for

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cs.CR2026

SkillGuard: A Permission-Centric Framework for Agent Skill Security

Shidong Pan, Xiaoyu Sun, Tianyi Zhang +3

Skills extend LLM agents with reusable instructions, scripts, data, and tool bindings. This shift makes skills a new security principal in agent systems: a skill can alter the agen…

cs.CR2026

Analyzing Codes of Conduct for Online Safety in Video Games at Scale

Jiuming Jiang, Shidong Pan, Daniel W Woods +1

Online video games have become major online social spaces where users interact, compete, and create together. These spaces, however, expose users to a wide spectrum of online harms…

cs.CR2026

Understanding User Privacy Perceptions of GenAI Smartphones

Ran Jin, Liu Wang, Shidong Pan +3

GenAI smartphones, which natively embed generative AI at the system level, are transforming mobile interactions by automating a wide range of tasks and executing UI actions on beha…

cs.CR2025★ 1 cited

A Longitudinal Measurement of Privacy Policy Evolution for Large Language Models

Zhen Tao, Shidong Pan, Zhenchang Xing +3

Large language model (LLM) services have been rapidly integrated into people's daily lives as chatbots and agentic systems. They are nourished by collecting rich streams of data, r…

cs.CR2025

A First Look at Privacy Risks of Android Task-executable Voice Assistant Applications

Shidong Pan, Yikai Ge, Xiaoyu Sun

With the development of foundation AI technologies, task-executable voice assistants (VAs) have become more popular, enhancing user convenience and expanding device functionality.…

cs.CR2025

Towards Context-aware Mobile Privacy Notice: Implementation of A Deployable Contextual Privacy Policies Generator

Haochen Gong, Zhen Tao, Shidong Pan +2

Lengthy and legally phrased privacy policies impede users' understanding of how mobile applications collect and process personal data. Prior work proposed Contextual Privacy Polici…

cs.CR2025

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

Zhixin Lin, Jungang Li, Shidong Pan +3

Smartphones bring significant convenience to users but also enable devices to extensively record various types of personal information. Existing smartphone agents powered by Multim…

cs.CR2025

Privacy Bills of Materials: A Transparent Privacy Information Inventory for Collaborative Privacy Notice Generation in Mobile App Development

Zhen Tao, Shidong Pan, Zhenchang Xing +5

Privacy regulations mandate that developers must provide authentic and comprehensive privacy notices, e.g., privacy policies or labels, to inform users of their apps' privacy pract…