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Zhongliang Guo

University of St Andrews

7H-index
36Paper Count
137Citation Count
Published Papers 11
Publication Date
Exploring backdoor attack and defense algorithms in LLMS: Enhancing in-context learning security
err2026-09-29
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PREAI
errShuai Zhao; Zhongliang Guo; Luwei Xiao; Cong-Duy Nguyen; Yanhao Jia; Xinyi Wu; Luu Anh Tuan
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Protecting Your Customized LLM Systems From Backdoored Instructions With Metacognitive Probing
err2026-07-16
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PREAI
errShuai Zhao; Zhongliang Guo; Xinyi Wu; Xiaobao Wu; Yanhao Jia; Luwei Xiao; Anh Tuan Luu
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Rethinking 3D point cloud adversarial attacks from models' inherent focus
err2026-07-01
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PREAI
errYang, Li; Cai, Xiaowen; Chen, Shuqin; Dong, Junhao; Tang, Keke; Guo, Zhongliang; Liu, Daizong
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Attacking hard-label large vision-language models with model-sensitive adversarial patch designs
err2026-06-01
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PREAI
errAi, Nian; Chen, Guangke; Cai, Xiaowen; Guo, Zhongliang; Liu, Daizong; Zhou, Pan; Arandjelovic, Ognjen
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Backdoor defense for large language models with weak-to-strong knowledge distillation
err2026-01-02
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PREAI
errYuwen Li; Xinyi Wu; Zhongliang Guo; Luwei Xiao; Yanhao Jia; Shuai Zhao
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DiffProtect: Generative adversarial examples using diffusion models for facial privacy protection
err2025-11-24
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errOAAI
errJiang Liu; Chun Pong Lau; Zhongliang Guo; Yuxiang Guo; Zhaoyang Wang; Rama Chellappa
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Artwork protection against unauthorized neural style transfer and aesthetic color distance metric
err2025-07-08
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PREAI
errZhongliang Guo; Yifei Qian; Shuai Zhao; Junhao Dong; Yanli Li; Ognjen Arandjelović; Lei Fang; Chun Pong Lau
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Syntactic paraphrase-based synthetic data generation for backdoor attacks against Chinese language models
err2025-06-12
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PREAI
errMan Hu; Yatao Yang; Deng Pan; Zhongliang Guo; Luwei Xiao; Deyu Lin; Shuai Zhao
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Perspective-assisted prototype-based learning for semi-supervised crowd counting
err2025-02-01
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PREAI
errQian, Yifei; Zhang, Liangfei; Guo, Zhongliang; Hong, Xiaopeng; Arandjelovic, Ognjen; Donovan, Carl R.
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A Gray-Box Attack Against Latent Diffusion Model-Based Image Editing by Posterior Collapse
err2025-01-01
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errOAAI
errZhongliang Guo; Chun Tong Lei; Lei Fang; Shuai Zhao; Yifei Qian; Jingyu Lin; Zeyu Wang; Cunjian Chen; Ognjen Arandjelović; Chun Pong Lau
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