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HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization

HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization

6 August 2025

Juncheng Billy Li

Zhuosheng Zhang

ArXiv (abs)PDF HTML HuggingFace (8 upvotes)Github (24★)

Papers citing "HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization"

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Towards Policy-Compliant Agents: Learning Efficient Guardrails For Policy Violation Detection Xiaofei Wen Wenjie Mo Yanan Xie Peng Qi Muhao Chen AAML 72 0 0 03 Oct 2025
Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs Yurun Chen Xavier Hu Y. Liu Ziqi Wang Zeyi Liao ... Feng Wei Yuxi Qian Bo Zheng Keting Yin Shengyu Zhang LLMAG 157 1 0 01 Oct 2025
GUI-PRA: Process Reward Agent for GUI Tasks Tao Xiong Xavier Hu Yurun Chen Yuhang Liu Changqiao Wu Pengzhi Gao Wei Liu Jian Luan Shengyu Zhang LLMAG 149 0 0 27 Sep 2025