The paper argues that multi-agent LLM pipelines are vulnerable because inter-agent boundaries lack verification, and claims that attack success is an architectural property rather than a model property.
Agent smith: a single image can jailbreak one million multimodal llm agents exponentially fast,
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Adversarial Attacks in Multi-Agent LLM Pipelines: Unveiling Structural Vulnerabilities in Agentic AI Architectures
The paper argues that multi-agent LLM pipelines are vulnerable because inter-agent boundaries lack verification, and claims that attack success is an architectural property rather than a model property.