AgentPhishing: A Benchmark of LLM Email Agents under Adaptive Attack

Computer-use agents increasingly handle private information and act on users' behalf across desktop and web applications, including email. Phishing therefore poses privacy and security risks that depend not only on whether agents recognize malicious messages, but also on how they respond. Existin...