AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This paper introduces multi-step indirect prompt injection, a new attack class against CUAs in which the adversarial goal is decomposed into multiple innocuous-looking sub-steps and distributed across a chain of pages referenced along the agent's navigation path.
This work compares single-pass estimators, which reuse token probabilities from the original generation, with multi-pass estimators, which obtain additional confidence signals through verification or stochastic forward passes, and finds that aggregating token probabilities over the full sequence captures small but cons...
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