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Zhuoxin Zhan

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Preprint Aug 2026

StepJack: Benchmarking Computer-Use Agent Safety Against Multi-Step Indirect Prompt Injection

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.

Zhuoxin Zhan, Akbar Rafiey, A. Ma et al. · 1 citation

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