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cs.AI2026
AgentPolicyForge: From Executable Environments to Policy Benchmarks and Adaptive Guards
Chao Shang, Wanyu Du, Yi Zhang +1
Customized agent deployments define policies over tools, resources, and execution conditions. Providing these policies in the task agent's prompt does not reliably prevent violatio…
cs.AI2026
PerMIT: Securing Persistent Memory for LLM Agents via Machine-Checked Integrity Theorems and Scalable Community Trust
Tanqiu Jiang, Min Bai, Sadat Shahriar +2
Persistent memory is a largely undefended surface for injection and poisoning, and the same risk limits memory sharing among agents. We present PerMIT, a memory architecture with p…