AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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AI agents combine language models with external data and tools that can modify files, call APIs, or execute code. Security failures can arise when adversarial content changes an agent's tool use or when the surrounding software contains vulnerabilities such as path traversal or command injection. We study authorized wh...
This work proposes Twin Agent, a general privilege separation design pattern inspired by residual coding in the agent context that preserves high task utility while preventing prompt injection attacks, outperforming both undefended agents and privilege separation baselines.
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