Domain Adaptational Steganographic Text Detection Using Few-Shot Adversary-Refinement Framework. - Ziwei Zhang 002; Juan Wen; Yinghan Zhou; Liting Gao; Yiming Xue (ECAI, 2024)

Linguistic Steganalysis via Probabilistic Weighted Contrastive Learning. - Liting Gao; Juan Wen; Ziwei Zhang 002; Guangying Fan; Yinghan Zhou (IEEE Signal Process. Lett., 2024)

C-Net: A Compression-Based Lightweight Network for Machine-Generated Text Detection. - Yinghan Zhou; Juan Wen; Jianghao Jia; Liting Gao; Ziwei Zhang 002 (IEEE Signal Process. Lett., 2024)

Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations. - Yinghan Zhou; Juan Wen; Wanli Peng; Yiming Xue; Ziwei Zhang 002; Zhengxian Wu (NAACL (Long Papers), 2025)

MiZero: The Shadowy Defender Against Text Style Infringements. - Ziwei Zhang 002; Juan Wen; Wanli Peng; Zhengxian Wu; Yinghan Zhou; Yiming Xue (CoRR, 2025)

BadApex: Backdoor Attack Based on Adaptive Optimization Mechanism of Black-box Large Language Models. - Zhengxian Wu; Juan Wen; Wanli Peng; Ziwei Zhang 002; Yinghan Zhou; Yiming Xue (CoRR, 2025)

GTSD: Generative Text Steganography Based on Diffusion Model. - Zhengxian Wu; Juan Wen; Yiming Xue; Ziwei Zhang 002; Yinghan Zhou (CoRR, 2025)

BeDKD: Backdoor Defense based on Dynamic Knowledge Distillation and Directional Mapping Modulator. - Zhengxian Wu; Juan Wen; Wanli Peng; Yinghan Zhou; Changtong dou; Yiming Xue (CoRR, 2025)

SLIP: Soft Label Mechanism and Key-Extraction-Guided CoT-based Defense Against Instruction Backdoor in APIs. - Zhengxian Wu; Juan Wen; Wanli Peng; Haowei Chang; Yinghan Zhou; Yiming Xue (CoRR, 2025)

EditMF: Drawing an Invisible Fingerprint for Your Large Language Models. - Jiaxuan Wu; Yinghan Zhou; Wanli Peng; Yiming Xue; Juan Wen; Ping Zhong 003 (CoRR, 2025)

Cognitive Surgery: The Awakening of Implicit Territorial Awareness in LLMs. - Yinghan Zhou; Weifeng Zhu; Juan Wen; Wanli Peng; Zhengxian Wu; Yiming Xue (CoRR, 2025)