1 citations · 1 across the 7 of their papers we have counts for
8 papers
Understanding the Security Boundary of Obfuscation-based On-Device LLM Protection
Hanyi Zhou, Chenyang Li, Yuanzhe Pang +3
Trusted Execution Environments (TEEs) offer a promising mechanism for safeguarding the intellectual property of on-device Large Language Models (LLMs). To overcome the inherent com…
AgentKernel: The Trust-Native Agentic Operating System
Zhenhua Zou, Sheng Guo, Qiuyang Zhan +3
Modern AI agents routinely cross trust boundaries: they ingest untrusted content, combine it with privileged instructions, persist intermediate beliefs in long-term memory, and inv…
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…
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…