A White-Box False Positive Adversarial Attack Method on Contrastive Loss-Based Offline Handwritten Signature Verification Models. - Zhongliang Guo 001; Yifei Qian; Ognjen Arandjelovic; Lei Fang 001 (CoRR, 2023)

A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. - Zhongliang Guo 001; Ognjen Arandjelovic; David Reid; Yaxiong Lei (J. Imaging, 2023)

A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models. - Zhongliang Guo 001; Weiye Li; Yifei Qian; Ognjen Arandjelovic; Lei Fang 001 (AISTATS, 2024)

Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack. - Zhongliang Guo 001; Junhao Dong 001; Yifei Qian; Kaixuan Wang; Weiye Li; Ziheng Guo; Yuheng Wang; Yanli Li; Ognjen Arandjelovic; Lei Fang 001 (ECAI, 2024)

Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack. - Zhongliang Guo 001; Kaixuan Wang; Weiye Li; Yifei Qian; Ognjen Arandjelovic; Lei Fang 001 (CoRR, 2024)

A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures. - Shuai Zhao 007; Meihuizi Jia; Zhongliang Guo 001; Leilei Gan; Jie Fu 001; Yichao Feng; Fengjun Pan; Luu Anh Tuan (CoRR, 2024)

Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges. - Yanli Li; Zhongliang Guo 001; Nan Yang; Huaming Chen; Dong Yuan 001; Weiping Ding 001 (CoRR, 2024)

A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse. - Zhongliang Guo 001; Lei Fang 001; Jingyu Lin; Yifei Qian; Shuai Zhao 007; Zeyu Wang 010; Junhao Dong 001; Cunjian Chen; Ognjen Arandjelovic; Chun Pong Lau 001 (CoRR, 2024)

Instant Adversarial Purification with Adversarial Consistency Distillation. - Chun Tong Lei; Hon Ming Yam; Zhongliang Guo 001; Chun Pong Lau 001 (CoRR, 2024)

Weak-to-Strong Backdoor Attack for Large Language Models. - Shuai Zhao 007; Leilei Gan; Zhongliang Guo 001; Xiaobao Wu; Luwei Xiao; Xiaoyu Xu; Cong-Duy Nguyen; Luu Anh Tuan (CoRR, 2024)

MMAD-Purify: A Precision-Optimized Framework for Efficient and Scalable Multi-Modal Attacks. - Xinxin Liu; Zhongliang Guo 001; Siyuan Huang; Chun Pong Lau 001 (CoRR, 2024)

Correction: Guo et al. A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. J. Imaging 2023, 9, 107. - Zhongliang Guo 001; Ognjen Arandjelovic; David Reid; Yaxiong Lei; Jochen Büttner (J. Imaging, 2024)

Semi-Supervised Crowd Counting With Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes. - Yifei Qian; Xiaopeng Hong; Zhongliang Guo 001; Ognjen Arandjelovic; Carl R. Donovan (IEEE Trans. Circuits Syst. Video Technol., 2024)

Instant Adversarial Purification with Adversarial Consistency Distillation. - Chun Tong Lei; Hon Ming Yam; Zhongliang Guo 001; Yifei Qian; Chun Pong Lau 001 (CVPR, 2025)

T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting. - Yifei Qian; Zhongliang Guo 001; Bowen Deng; Chun Tong Lei; Shuai Zhao 007; Chun Pong Lau 001; Xiaopeng Hong; Michael P. Pound (CVPR, 2025)

Syntactic paraphrase-based synthetic data generation for backdoor attacks against Chinese language models. - Man Hu 001; Yatao Yang 001; Deng Pan; Zhongliang Guo 001; Luwei Xiao; Deyu Lin; Shuai Zhao 007 (Inf. Fusion, 2025)

Achieving fair medical image segmentation in foundation models with adversarial visual prompt tuning. - Yuqi Li; Yanli Li; Kai Zhang 029; Fuyan Zhang; Chuanguang Yang; Zhongliang Guo 001; Weiping Ding 001; Tingwen Huang (Inf. Sci., 2025)

Perspective-assisted prototype-based learning for semi-supervised crowd counting. - Yifei Qian; Liangfei Zhang; Zhongliang Guo 001; Xiaopeng Hong; Ognjen Arandjelovic; Carl R. Donovan (Pattern Recognit., 2025)

A Survey of Recent Backdoor Attacks and Defenses in Large Language Models. - Shuai Zhao 007; Meihuizi Jia; Zhongliang Guo 001; Leilei Gan; Xiaoyu Xu; Xiaobao Wu; Jie Fu 001; Yichao Feng; Fengjun Pan; Anh Tuan Luu (Trans. Mach. Learn. Res., 2025)

FedKD-hybrid: Federated Hybrid Knowledge Distillation for Lithography Hotspot Detection. - Yuqi Li; Xingyou Lin; Kai Zhang 029; Chuanguang Yang; Zhongliang Guo 001; Jianping Gou; Yanli Li (CoRR, 2025)

My Face Is Mine, Not Yours: Facial Protection Against Diffusion Model Face Swapping. - Hon Ming Yam; Zhongliang Guo 001; Chun Pong Lau 001 (CoRR, 2025)

Towards more transferable adversarial attack in black-box manner. - Chun Tong Lei; Zhongliang Guo 001; Hon Chung Lee; Minh Quoc Duong; Chun Pong Lau 001 (CoRR, 2025)

Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity. - Shuai Zhao 007; Yulin Zhang; Luwei Xiao; Xinyi Wu; Yanhao Jia; Zhongliang Guo 001; Xiaobao Wu; Cong-Duy Nguyen; Guoming Zhang; Anh Tuan Luu (CoRR, 2025)

HRIPBench: Benchmarking LLMs in Harm Reduction Information Provision to Support People Who Use Drugs. - Kaixuan Wang; Chenxin Diao; Jason T. Jacques; Zhongliang Guo 001; Shuai Zhao 007 (CoRR, 2025)

Beyond Vulnerabilities: A Survey of Adversarial Attacks as Both Threats and Defenses in Computer Vision Systems. - Zhongliang Guo 001; Yifei Qian; Yanli Li; Weiye Li; Chun Tong Lei; Shuai Zhao 007; Lei Fang 001; Ognjen Arandjelovic; Chun Pong Lau 001 (CoRR, 2025)

Artwork protection against unauthorized neural style transfer and aesthetic color distance metric. - Zhongliang Guo 001; Yifei Qian; Shuai Zhao 007; Junhao Dong 001; Yanli Li; Ognjen Arandjelovic; Lei Fang 001; Chun Pong Lau 001 (Pattern Recognit., 2026)