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Isolation as a First-Class Principle for LLM-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions
PhD Qualifying Examination
Title: "Isolation as a First-Class Principle for LLM-Agent System Safety:
Concepts, Taxonomy, Challenges and Future Directions"
by
Mr. Huihao JING
Abstract:
This survey treats isolation as a first-class principle for LLM-agent system
safety. It argues that safety cannot be understood solely through
input-output alignment because failures in agent systems often emerge from
interactions across user inputs, tool access, execution channels, inter-agent
communication, and environment- originated context. We organize the
literature with a boundary- centric taxonomy of five boundaries: user-agent,
agent-tool, agent-execution, agent-agent, and system-environment. This view
helps explain where isolation is lost, how compromise spreads across
boundaries, and which defenses are most relevant at each interface. We also
summarize cross-boundary failure paths, discuss open challenges, and outline
a research agenda for isolation-by- construction in future agent systems.
Date: Wednesday, 22 July 2026
Time: 1:00pm - 2:00pm
Venue: Room 5501
Lift 25/26
Committee Members: Dr. Yangqiu Song (Supervisor)
Dr. May Fung (Chairperson)
Dr. Xiaomin Ouyang