AIBearisharXiv – CS AI · 10h ago7/10
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When Child Inherits: Modeling and Exploiting Subagent Spawn in Multi-Agent Networks
Researchers have identified critical security vulnerabilities in multi-agent AI networks where compromised parent agents can propagate malicious instructions to spawned subagents through inherited memory. The study demonstrates how current LLM frameworks violate trust boundaries via insecure memory inheritance and weak resource controls, turning localized agent compromises into systemic network risks.
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