Author

Zhongliang Guo

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Review Open access 2026

A survey on AI agent security: Reasoning, Acting, and Self-Evolving

A unified taxonomy is established that organizes AI agent execution into three sequential stages: Reasoning, Acting, and Self-Evolving and systematically reviews the threats, defense mechanisms, and evaluation benchmarks associated with each component, providing a comprehensive understanding of security challenges thro...

Dai-Zong Liu, Tian-Yao Luo, Shu-Wei Huang et al. · AI Plus · 1 citation

Conference Open access Sep 2026

Understanding and Exploiting Phase Sensitivity for Attacking Large Vision–Language Models

This paper proposes a novel LVLM attack method, called BadPhase with further backdoor designs, to implant adversarial phase as triggers into any image inputs via data poisoning so as to control the LVLMs’ predictions and finds that LVLMs are sensitive to the phase-aware image structure.

Dai-Zong Liu, Junhao Dong, Xiang Fang et al. · Proceedings of the Thirty-Fi... · 0 citations