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Towards Trustworthy GUI Agents: A Survey

  • GUI agents, powered by large foundation models, can interact with digital interfaces, enabling various applications in web automation, mobile navigation, and software testing.
  • This survey examines the trustworthiness of GUI agents in five critical dimensions: security vulnerabilities, reliability in dynamic environments, transparency and explainability, ethical considerations, and evaluation methodologies.
  • Major challenges include vulnerability to adversarial attacks, cascading failure modes in sequential decision-making, and a lack of realistic evaluation benchmarks.
  • Establishing robust safety standards and responsible development practices is essential to advance trustworthy GUI agents.

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