Shihao Weng

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)Tool Use & Agents (1)

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Yang Feng (1)Jinrui Zhang (1)Xiaofei Xie (1)Jiongchi Yu (1)

Papers (1)

May 5, 2026

2w ago

ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection

Existing defenses crumble when LLM agents face prompt injections that adapt to dynamic context, but ARGUS offers a robust solution by tracking the provenance of agent decisions.

Shihao Weng, Yang Feng, Jinrui Zhang +3

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness Tool Use & Agents

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Shihao Weng

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)