Longtao Guo

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

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Zelin Zhang (1)Kaifeng Huang (1)Yang Shi (1)

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Aug 5, 2026

Longtao Guo +32w ago·also Queen's

LoginTrap: Uncovering Task-Agnostic Phishing-Style Indirect Prompt Injection Attacks against LLM-based Web Agents

LoginTrap exposes a staggering 86% success rate for phishing-style attacks on LLM-based web agents, revealing a gaping hole in authentication security.

Longtao Guo, Zelin Zhang, Kaifeng Huang +1

Red-Teaming & Adversarial Robustness Tool Use & Agents

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Longtao Guo

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)