6 papers
InterSAGE: The Secure and Verifiable Interoperability Protocol for An Internet of Agents
Zhenhua Zou, Sheng Guo, Qiuyang Zhan +3
The emerging Internet of Agents enables LLM-powered agents to discover peers, invoke tools, and delegate tasks across organizational boundaries. Existing protocols increasingly def…
When Memory Becomes Authority: Benchmarking Authority Collapse at the Memory Consolidation Boundary
Qiuyang Zhan, Rui Zhang, Sheng Guo +2
Persistent memory allows (self-evolving) LLM agents to adapt across tasks by consolidating heterogeneous interaction histories into reusable facts, preferences, observations, and r…
TrustedARI: Towards Trust-Native Agentic Routing Infrastructure for Agentic AI
Qi Li, Zhenhua Zou, Shuo Li +2
AI agents increasingly access external models, tools, and services through Agentic Routing Infrastructure (ARI) to manage the overhead of heterogeneous interfaces and fragmented su…
Anonymization-Enhanced Privacy Protection for Mobile GUI Agents: Available but Invisible
Lepeng Zhao, Zhenhua Zou, Shuo Li +1
Mobile Graphical User Interface (GUI) agents have demonstrated strong capabilities in automating complex smartphone tasks by leveraging multimodal large language models (MLLMs) and…
Blind Gods and Broken Screens: Architecting a Secure, Intent-Centric Mobile Agent Operating System
Zhenhua Zou, Sheng Guo, Qiuyang Zhan +6
The evolution of Large Language Models (LLMs) has shifted mobile computing from App-centric interactions to system-level autonomous agents. Current implementations predominantly re…
BlockA2A: Towards Secure and Verifiable Agent-to-Agent Interoperability
Zhenhua Zou, Zhuotao Liu, Lepeng Zhao +1
The rapid adoption of agentic AI, powered by large language models (LLMs), is transforming enterprise ecosystems with autonomous agents that execute complex workflows. Yet we obser…