Publications (60)
Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models
Shuyuan Liu, Jiawei Chen, Shouwei Ruan +2
An Efficient Pre-processing Method to Eliminate Adversarial Effects
Hua Wang, Jie Wang, Zhaoxia Yin
TI-StegoAlign: Channel-Guided Post-Training for Generative Text Steganography under Tokenization Inconsistency
Jiuan Zhou, Yuhao Xue, Yu Cheng +2
VertMark: A Unified Training-Free Robust Watermarking Framework for Vertical Domain Pre-trained Language Models
Cong Kong, Xin Cheng, Zhaoxia Yin +3
AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization
Jiawei Chen, Xiao Yang, Zhengwei Fang +4
Red Teaming Large Reasoning Models
Jiawei Chen, Yang Yang, Chao Yu +6
DTAMS: High-Capacity Generative Steganography via Dynamic Multi-Timestep Selection and Adaptive Deviation Mapping in Latent Diffusion
Yuhao Xue, Jiuan Zhou, Yu Cheng +1
Image Encryption Algorithm Based on Facebook Social Network
Xiaoqing Liu, Yinyin Peng, Jie Wang +1
PICA: A Pixel Correlation-based Attentional Black-box Adversarial Attack
Jie Wang, Zhaoxia Yin, Jin Tang +2
AdvFAS: A robust face anti-spoofing framework against adversarial examples
Jiawei Chen, Xiao Yang, Heng Yin +6
Multi-domain Reversible Data Hiding in JPEG
Zhaoxia Yin, Hongnian Guo, Yang Du
Robust Reversible Watermarking in Encrypted Images Based on Dual-MSBs Spiral Embedding
Haoyu Shen, Wen Yin, Zhaoxia Yin +2
Decision-based iterative fragile watermarking for model integrity verification
Zhaoxia Yin, Heng Yin, Hang Su +2
Reversible Adversarial Attack based on Reversible Image Transformation
Zhaoxia Yin, Hua Wang, Li Chen +2
FaceCat: Enhancing Face Recognition Security with a Unified Diffusion Model
Jiawei Chen, Xiao Yang, Yinpeng Dong +2
Tex3D: Objects as Attack Surfaces via Adversarial 3D Textures for Vision-Language-Action Models
Jiawei Chen, Simin Huang, Jiawei Du +5
On the Robustness of "Robust reversible data hiding scheme based on two-layer embedding strategy"
Wen Yin, Longfei Ke, Zhaoxia Yin +2
Robust Steganography with Boundary-Preserving Overflow Alleviation and Adaptive Error Correction
Yu Cheng, Zhenlin Luo, Zhaoxia Yin
Neural network fragile watermarking with no model performance degradation
Zhaoxia Yin, Heng Yin, Xinpeng Zhang
SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning
Yongkang Hu, Yu Cheng, Yushuo Zhang +2
New Framework for Code-Mapping-based Reversible Data Hiding in JPEG Images
Yang Du, Zhaoxia Yin
Robust image steganography against lossy JPEG compression based on embedding domain selection and adaptive error correction
Xiaolong Duan, Bin Li, Zhaoxia Yin +2
Robust adaptive steganography based on dither modulation and modification with re-compression
Zhaoxia Yin, Longfei Ke
Reversible Data Hiding in Encrypted Images based on Pixel Prediction and Bit-plane Compression
Zhaoxia Yin, Yinyin Peng, Youzhi Xiang
Who Can See Through You? Adversarial Shielding Against VLM-Based Attribute Inference Attacks
Yucheng Fan, Jiawei Chen, Yu Tian +1
Skills-Coach: A Self-Evolving Skill Optimizer via Training-Free GRPO
Yu Tian, Jiawei Chen, Lifan Zheng +5
Face-D(^2)CL: Multi-Domain Synergistic Representation with Dual Continual Learning for Facial DeepFake Detection
Yushuo Zhang, Yu Cheng, Yongkang Hu +4
Reversible data hiding based on reducing invalid shifting of pixels in histogram shifting
Yujie Jia, Zhaoxia Yin, Xinpeng Zhang +1
Reversible Data Hiding in Encrypted Images Based on Bit-plane Compression of Prediction Error
Youqing Wu, Wenjing Ma, Yinyin Peng +2
Adversarial Examples Detection with Enhanced Image Difference Features based on Local Histogram Equalization
Zhaoxia Yin, Shaowei Zhu, Hang Su +3
CLASP: Training-Free LLM-Assisted Source Code Watermarking via Semantic-Preserving Transformations
Rui Xu, Jiawei Chen, Weizhi Liu +3
Fragile Model Watermark for integrity protection: leveraging boundary volatility and sensitive sample-pairing
ZhenZhe Gao, Zhenjun Tang, Zhaoxia Yin +2
High Capacity Reversible Data Hiding for Encrypted 3D Mesh Models Based on Topology
Yun Tang, Lulu Cheng, Wanli Lyv +1
Reversible Data Hiding in JPEG Images with Multi-objective Optimization
Zhaoxia Yin, Yuan Ji, Bin Luo
VocBulwark: Towards Practical Generative Speech Watermarking via Additional-Parameter Injection
Weizhi Liu, Yue Li, Zhaoxia Yin
RFNNS: Robust Fixed Neural Network Steganography with Universal Text-to-Image Models
Yu Cheng, Jiuan Zhou, Jiawei Chen +2
Reversible Attack based on Local Visual Adversarial Perturbation
Li Chen, Shaowei Zhu, Zhaoxia Yin
TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking
Yu Cheng, Yongkang Hu, Jiuan Zhou +8
LCO: LLM-based Constraint Optimization for Safer Agentic LLMs in Real-world Tasks
Jiayong Wan, Jiawei Chen, Zhaoxia Yin +2
Exploring the Secondary Risks of Large Language Models
Jiawei Chen, Zhengwei Fang, Yu Tian +4
Protecting Copyright of Medical Pre-trained Language Models: Training-Free Backdoor Model Watermarking
Cong Kong, Rui Xu, Weixi Chen +2
Reversible data hiding in encrypted images based on pixel prediction and multi-MSB planes rearrangement
Zhaoxia Yin, Xiaomeng She, Jin Tang +1
Multiple reconstruction compression framework based on PNG image
Zhiqing Lu, Zhaoxia Yin, Bin Luo
High Capacity Reversible Data Hiding in Encrypted 3D Mesh Models Based on Multi-MSB Prediction
Wanli Lv, Lulu Cheng, Zhaoxia Yin
Adaptive White-Box Watermarking with Self-Mutual Check Parameters in Deep Neural Networks
Zhenzhe Gao, Zhaoxia Yin, Hongjian Zhan +2
High-Capacity Reversible Data Hiding in Encrypted Images using Adaptive Encoding
Wenjing Ma, Youqing Wu, Zhaoxia Yin
FGAS: Fixed Decoder Network-Based Audio Steganography with Adversarial Perturbation Generation
Jialin Yan, Yu Cheng, Zhaoxia Yin +4
Attention-Guided Black-box Adversarial Attacks with Large-Scale Multiobjective Evolutionary Optimization
Jie Wang, Zhaoxia Yin, Jing Jiang +1
KG-DF: A Black-box Defense Framework against Jailbreak Attacks Based on Knowledge Graphs
Shuyuan Liu, Jiawei Chen, Xiao Yang +2
DO-Bench: An Attributable Benchmark for Diagnosing Object Hallucination in Vision-Language Models
JiYang Wang, Jiawei Chen, Mengqi Xiao +3
Universal adversarial perturbation for remote sensing images
Qingyu Wang, Guorui Feng, Zhaoxia Yin +1
Adversarial Example Defense via Perturbation Grading Strategy
Shaowei Zhu, Wanli Lyu, Bin Li +2
Reversible Data Hiding in Encrypted Images based on MSB Prediction and Huffman Coding
Youzhi Xiang, Zhaoxia Yin, Xinpeng Zhang
High Capacity Lossless Data Hiding in JPEG Bitstream Based on General VLC Mapping
Yang Du, Zhaoxia Yin, Xinpeng Zhang
Adversarial Attacks on Medical Hyperspectral Imaging Exploiting Spectral-Spatial Dependencies and Multiscale Features
Yunrui Gu, Zhenzhe Gao, Cong Kong +2
A Survey of Fragile Model Watermarking
Zhenzhe Gao, Yu Cheng, Zhaoxia Yin
Auto-Stega: An Agent-Driven System for Lifelong Strategy Evolution in LLM-Based Text Steganography
Jiuan Zhou, Yu Cheng, Yuan Xie +1
Benign in Isolation, Harmful in Composition: Security Risks in Agent Skill Ecosystems
Yi Xie, Jiawei Du, Yu Cheng +2
Separable Reversible Data Hiding Based on Integer Mapping and Multi-MSB Prediction for Encrypted 3D Mesh Models
Zhaoxia Yin, Na Xu, Feng Wang
An Improved Reversible Data Hiding in Encrypted Images using Parametric Binary Tree Labeling
Youqing Wu, Youzhi Xiang, Yutang Guo +2