Embedding in Two Least Significant Bits with Wet Paper Coding. - Xin Liao 001; Qiao-Yan Wen (IACR Cryptol. ePrint Arch., 2008)

Multi-party covert communication with steganography and quantum secret sharing. - Xin Liao 001; Qiao-Yan Wen; Ying Sun; Jie Zhang 004 (J. Syst. Softw., 2010)

Distributed Steganography. - Xin Liao 001; Qiao-Yan Wen; Sha Shi (IIH-MSP, 2011)

A steganographic method for digital images with four-pixel differencing and modified LSB substitution. - Xin Liao 001; Qiao-Yan Wen; Jie Zhang 004 (J. Vis. Commun. Image Represent., 2011)

A Novel Steganographic Method with Four-Pixel Differencing and Modulus Function. - Xin Liao 001; Qiao-Yan Wen; Ze-li Zhao; Jie Zhang 004 (Fundam. Informaticae, 2012)

A Novel Steganographic Method with Four-Pixel Differencing and Exploiting Modification Direction. - Xin Liao 001; Qiaoyan Wen; Jie Zhang 004 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2012)

New Construction of Symmetric Orthogonal Arrays of Strength t. - Jiao Du; Qiaoyan Wen; Jie Zhang 004; Xin Liao 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013)

Improving the Adaptive Steganographic Methods Based on Modulus Function. - Xin Liao 001; Qiaoyan Wen; Jie Zhang 004 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013)

Quantum Steganography with High Efficiency with Noisy Depolarizing Channels. - Xin Liao 001; Qiaoyan Wen; Ting-Ting Song; Jie Zhang 004 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013)

Improved WOW Adaptive Image Steganography Method. - Xin Liao 001; Guoyong Chen; Qi Li; Jun Liu (ICA3PP (3), 2015)

Data Hidng in Digital Image Using Four Pixel-Value-Differencing and Multiple-Base Notational. - Xin Liao 001; Liping Ding (IIH-MSP, 2015)

Reversible data hiding in encrypted images based on absolute mean difference of multiple neighboring pixels. - Xin Liao 001; Changwen Shu (J. Vis. Commun. Image Represent., 2015)

Content-adaptive steganalysis for color images. - Xin Liao 001; Guoyong Chen; Jiaojiao Yin (Secur. Commun. Networks, 2016)

Improved CMD Adaptive Image Steganography Method. - Yingbo Yu; Xin Liao 001 (ICCCS (1), 2017)

A Novel Game-Theoretic Model for Content-Adaptive Image Steganography. - Qi Li; Xin Liao 001; Guoyong Chen; Liping Ding (ICDCS Workshops, 2017)

Forensic Detection for Image Operation Order: Resizing and Contrast Enhancement. - Shangde Gao; Xin Liao 001; Sujin Guo; Xiong Li 002; Pandi Vijayakumar (SpaCCS Workshops, 2017)

A game-theoretic method for designing distortion function in spatial steganography. - Jun Li; Xiaoyuan Yang 002; Xin Liao 001; Feng Pan; Minqing Zhang (Multim. Tools Appl., 2017)

Separable data hiding in encrypted image based on compressive sensing and discrete fourier transform. - Xin Liao 001; Kaide Li; Jiaojiao Yin (Multim. Tools Appl., 2017)

Data embedding in digital images using critical functions. - Xin Liao 001; Zheng Qin 001; Liping Ding (Signal Process. Image Commun., 2017)

Detectability of the Image Operation Order: Upsampling and Mean Filtering. - Jiana Li; Xin Liao 001; Rongbing Hu; Xuchong Liu (APSIPA, 2018)

Two Embedding Strategies for Payload Distribution in Multiple Images Steganography. - Xin Liao 001; Jiaojiao Yin (ICASSP, 2018)

Medical JPEG image steganography based on preserving inter-block dependencies. - Xin Liao 001; Jiaojiao Yin; Sujin Guo; Xiong Li 002; Arun Kumar Sangaiah (Comput. Electr. Eng., 2018)

New cubic reference table based image steganography. - Xin Liao 001; Sujin Guo; Jiaojiao Yin; Huan Wang; Xiong Li 002; Arun Kumar Sangaiah (Multim. Tools Appl., 2018)

Outsourcing Set Intersection Computation Based on Bloom Filter for Privacy Preservation in Multimedia Processing. - Hongliang Zhu; Meiqi Chen 003; Maohua Sun; Xin Liao 001; Lei Hu (Secur. Commun. Networks, 2018)

Real-time detecting one specific tampering operation in multiple operator chains. - Shangde Gao; Xin Liao 001; Xuchong Liu (J. Real Time Image Process., 2019)

High-fidelity reversible data hiding by Quadtree-based pixel value ordering. - Fuqiang Di; Minqing Zhang; Xin Liao 001; Jia Liu 016 (Multim. Tools Appl., 2019)

A Framework for Parameters Estimation of Image Operator Chain. - Xin Liao 001; Zihang Huang (ICASSP, 2020)

Constructing 1-resilient rotation symmetric functions over 픽p with q variables through special orthogonal arrays. - Jiao Du; Longjiang Qu; Chao Li 002; Xin Liao 001 (Adv. Math. Commun., 2020)

Robust Detection of Image Operator Chain With Two-Stream Convolutional Neural Network. - Xin Liao 001; Kaide Li; Xinshan Zhu; K. J. Ray Liu (IEEE J. Sel. Top. Signal Process., 2020)

An embedding strategy on fusing multiple image features for data hiding in multiple images. - Junxue Yang; Xin Liao 001 (J. Vis. Commun. Image Represent., 2020)

A New Payload Partition Strategy in Color Image Steganography. - Xin Liao 001; Yingbo Yu; Bin Li 011; Zhongpeng Li; Zheng Qin 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

A Features Decoupling Method for Multiple Manipulations Identification in Image Operation Chains. - Jiaxin Chen; Xin Liao 001; Wei Wang 025; Zheng Qin 001 (ICASSP, 2021)

An Efficient Paper Anti-Counterfeiting Method Based on Microstructure Orientation Estimation. - Yuhao Sun; Xin Liao 001; Jianfeng Liu (ICASSP, 2021)

First step towards parameters estimation of image operator chain. - Xin Liao 001; Zihang Huang; Lin Peng; Tong Qiao (Inf. Sci., 2021)

Using M-ary decomposition and virtual bits for visually meaningful image encryption. - Yu-Guang Yang 001; Bao-Pu Wang; Shuai-Kang Pei; Yi-Hua Zhou 001; Wei-Min Shi 001; Xin Liao 001 (Inf. Sci., 2021)

Visually meaningful image encryption based on universal embedding model. - Yu-Guang Yang 001; Bao-Pu Wang; Yong-Li Yang; Yi-Hua Zhou 001; Wei-Min Shi 001; Xin Liao 001 (Inf. Sci., 2021)

GIFMarking: The robust watermarking for animated GIF based deep learning. - Xin Liao 001; Jing Peng; Yun Cao 001 (J. Vis. Commun. Image Represent., 2021)

Resampling parameter estimation via dual-filtering based convolutional neural network. - Lin Peng; Xin Liao 001; Mingliang Chen (Multim. Syst., 2021)

Identifying tampering operations in image operator chains based on decision fusion. - Jiaxin Chen; Xin Liao 001; Zheng Qin 001 (Signal Process. Image Commun., 2021)

Image source identification with known post-processed based on convolutional neural network. - Xin Liao 001; Jing Chen; Jiaxin Chen (Signal Process. Image Commun., 2021)

FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos. - Juan Hu; Xin Liao 001; Jinwen Liang; Wenbo Zhou; Zheng Qin 001 (AAAI, 2022)

Exploring Feature Coupling for Multiple Operations Type and Order Detection. - Shangde Gao; Jiaxin Chen; Xin Liao 001 (MMSP, 2022)

Detecting Compressed Deepfake Videos in Social Networks Using Frame-Temporality Two-Stream Convolutional Network. - Juan Hu; Xin Liao 001; Wei Wang 025; Zheng Qin 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Adaptive Payload Distribution in Multiple Images Steganography Based on Image Texture Features. - Xin Liao 001; Jiaojiao Yin; Mingliang Chen; Zheng Qin 001 (IEEE Trans. Dependable Secur. Comput., 2022)

PulseEdit: Editing Physiological Signals in Facial Videos for Privacy Protection. - Mingliang Chen; Xin Liao 001; Min Wu 001 (IEEE Trans. Inf. Forensics Secur., 2022)

Channel Attention Image Steganography With Generative Adversarial Networks. - Jingxuan Tan; Xin Liao 001; Jiate Liu; Yun Cao 001; Hongbo Jiang 001 (IEEE Trans. Netw. Sci. Eng., 2022)

SepMark: Deep Separable Watermarking for Unified Source Tracing and Deepfake Detection. - Xiaoshuai Wu; Xin Liao 001; Bo Ou (ACM Multimedia, 2023)

Exploiting Fine-Grained DCT Representations for Hiding Image-Level Messages within JPEG Images. - Junxue Yang; Xin Liao 001 (ACM Multimedia, 2023)

A Novel Deep Video Watermarking Framework with Enhanced Robustness to H.264/AVC Compression. - Yulin Zhang; Jiangqun Ni; Wenkang Su; Xin Liao 001 (ACM Multimedia, 2023)

DeepfakeMAE: Facial Part Consistency Aware Masked Autoencoder for Deepfake Video Detection. - Juan Hu; Xin Liao 001; Difei Gao; Satoshi Tsutsui; Zheng Qin 001; Mike Zheng Shou (CoRR, 2023)

Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection. - Juan Hu; Xin Liao 001; Difei Gao; Satoshi Tsutsui; Qian Wang; Zheng Qin 001; Mike Zheng Shou (CoRR, 2023)

CTP-Net: Character Texture Perception Network for Document Image Forgery Localization. - Xin Liao 001; Siliang Chen; Jiaxin Chen; Tianyi Wang 006; Xiehua Li (CoRR, 2023)

Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces. - Juan Hu; Xin Liao 001; Difei Gao; Satoshi Tsutsui; Qian Wang; Zheng Qin 001; Mike Zheng Shou (CoRR, 2023)

A visually meaningful image encryption algorithm based on adaptive 2D compressive sensing and chaotic system. - Yu-Guang Yang 001; Bao-Pu Wang; Yong-Li Yang; Yi-Hua Zhou 001; Wei-Min Shi 001; Xin Liao 001 (Multim. Tools Appl., 2023)

Multi-Dimensional Attention With Similarity Constraint for Weakly-Supervised Temporal Action Localization. - Zhengyan Chen; Hong Liu 008; Linlin Zhang; Xin Liao 001 (IEEE Trans. Multim., 2023)

Image Operation Chain Detection with Machine Translation Framework. - Yuanman Li; Jiaxiang You; Jiantao Zhou 001; Wei Wang 077; Xin Liao 001; Xia Li 006 (IEEE Trans. Multim., 2023)

Bl-IEA: A Bit-Level Image Encryption Algorithm for Cognitive Services in Intelligent Transportation Systems. - Yi Sun 006; Keping Yu; Ali Kashif Bashir; Xin Liao 001 (IEEE Trans. Intell. Transp. Syst., 2023)

SNIS: A Signal Noise Separation-Based Network for Post-Processed Image Forgery Detection. - Jiaxin Chen; Xin Liao 001; Wei Wang 025; Zhenxing Qian; Zheng Qin 001; Yaonan Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Efficient color image encryption by color-grayscale conversion based on steganography. - Yu-Guang Yang 001; Bao-Pu Wang; Yi-Hua Zhou 001; Wei-Min Shi 001; Xin Liao 001 (Multim. Tools Appl., 2023)

ACGIS: Adversarial Cover Generator for Image Steganography with Noise Residuals Features-Preserving. - Junxue Yang; Xin Liao 001 (Signal Process. Image Commun., 2023)

Identification of image global processing operator chain based on feature decoupling. - Jiaxin Chen; Xin Liao 001; Wei Wang 025; Zheng Qin 001 (Inf. Sci., 2023)

FAMM: Facial Muscle Motions for Detecting Compressed Deepfake Videos Over Social Networks. - Xin Liao 001; Yumei Wang; Tianyi Wang 006; Juan Hu; Xiaoshuai Wu (IEEE Trans. Circuits Syst. Video Technol., 2023)

SAMIF: Adapting Segment Anything Model for Image Inpainting Forensics. - Lan Zhang; Xinshan Zhu; Di He 008; Xin Liao 001; Biao Sun (ACCV (7), 2024)

Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories. - Zongmei Chen; Xin Liao 001; Xiaoshuai Wu; Yanxiang Chen (APSIPA, 2024)

Dual Motion Attention and Enhanced Knowledge Distillation for Video Frame Interpolation. - Dengyong Zhang; Runqi Lou; Jiaxin Chen; Xin Liao 001; Gaobo Yang; Xiangling Ding (APSIPA, 2024)

YOLO-DC: Enhancing object detection with deformable convolutions and contextual mechanism. - Dengyong Zhang; Chuanzhen Xu; Jiaxin Chen; Bin Deng; Xin Liao 001 (APSIPA, 2024)

Multi-domain Probability Estimation Network for Forgery Detection over Online Social Network Shared Images. - Jiaxin Chen; Xin Liao 001; Zhenxing Qian; Zheng Qin 001 (ICME, 2024)

Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces. - Juan Hu; Xin Liao 001; Difei Gao; Satoshi Tsutsui; Qian Wang; Zheng Qin 001; Mike Zheng Shou (IJCAI, 2024)

Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics. - Xiaoshuai Wu; Xin Liao 001; Bo Ou; Yuling Liu; Zheng Qin 001 (IJCAI, 2024)

SafePaint: Anti-forensic Image Inpainting with Domain Adaptation. - Dunyun Chen; Xin Liao 001; Xiaoshuai Wu; Shiwei Chen (ACM Multimedia, 2024)

Adaptive Learning of Consistency and Inconsistency Information for Fake News Detection. - Aohan Li; Jiaxin Chen; Xin Liao 001; Dengyong Zhang (CoRR, 2024)

Multi-scale noise-guided progressive network for image splicing detection and localization. - Dengyong Zhang; Ningjing Jiang; Feng Li 065; Jiaxin Chen; Xin Liao 001; Gaobo Yang; Xiangling Ding (Expert Syst. Appl., 2024)

Dual Defense: Adversarial, Traceable, and Invisible Robust Watermarking Against Face Swapping. - Yunming Zhang; Dengpan Ye; Caiyun Xie; Long Tang; Xin Liao 001; Ziyi Liu 009; Chuanxi Chen; Jiacheng Deng 003 (IEEE Trans. Inf. Forensics Secur., 2024)

Image Dehazing Assessment: A Real-World Dataset and a Haze Density-Aware Criteria. - Jiyou Chen; Gaobo Yang; Shengchun Wang; Dewang Wang; Xin Liao 001 (IEEE Trans. Multim., 2024)

Screen-Shooting Resistant Watermarking With Grayscale Deviation Simulation. - Yiyi Li; Xin Liao 001; Xiaoshuai Wu (IEEE Trans. Multim., 2024)

A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system. - Yu-Guang Yang 001; Zi-Jia Wang; Bao-Pu Wang; Yi-Hua Zhou 001; Wei-Min Shi 001; Xin Liao 001 (Multim. Tools Appl., 2024)

A visually secure image encryption algorithm based on block compressive sensing and deep neural networks. - Yu-Guang Yang 001; Ming-Xin Niu; Yihua Zhou 001; Wei-Min Shi 001; Dong-Hua Jiang; Xin Liao 001 (Multim. Tools Appl., 2024)

Generative Steganography via Live Comments on Streaming Video Frames. - Yuling Liu; Cuilin Wang; Jie Wang 002; Bo Ou; Xin Liao 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Amount-Based Covert Communication Over Blockchain. - Yang Tian; Xin Liao 001; Li Dong 006; Yang Xu 013; Hongbo Jiang 001 (IEEE Trans. Netw. Serv. Manag., 2024)

Vocoder Detection of Spoofing Speech Based on GAN Fingerprints and Domain Generalization. - Fan Li; Yanxiang Chen; Haiyang Liu; Zuxing Zhao; Yuanzhi Yao; Xin Liao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Face Forgery Detection via Multi-Feature Fusion and Local Enhancement. - Dengyong Zhang; Jiahao Chen; Xin Liao 001; Feng Li 065; Jiaxin Chen; Gaobo Yang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Segmented Hash-Based Privacy-Preserving Image Retrieval Scheme in Cloud-Assisted IoT. - Xiehua Li; Wanting Lei; Wenjuan Tang; Yingzhu Wang; Xiaoju Yang; Xin Liao 001 (IEEE Internet Things J., 2024)

Color Image Steganography Using Generative Adversarial Networks with a Phased Training Strategy. - Saixing Zhou; Miaoxin Ye; Weiqi Luo 001; Xin Liao 001; Kangkang Wei (IH&MMSec, 2025)

ADA-FInfer: Inferring Face Representations From Adaptive Select Frames for High-Visual-Quality Deepfake Detection. - Juan Hu; Jinwen Liang; Zheng Qin 001; Xin Liao 001; Wenbo Zhou; Xiaodong Lin 001 (IEEE Trans. Dependable Secur. Comput., 2025)

Efficient Hierarchical Feature Collaboration Transformer for Image Inpainting. - Dengyong Zhang; Nuo Fu; Xin Liao 001; Jiaxin Chen; Hengfu Yang; Gaobo Yang (IEEE Trans. Multim., 2025)

LDR-Net: A Novel Framework for AI-generated Image Detection via Localized Discrepancy Representation. - JiaXin Chen; Miao Hu; Dengyong Zhang; Yun Song; Xin Liao 001 (CoRR, 2025)

Face Forgery Detection Based on Fine-Grained Clues and Noise Inconsistency. - Dengyong Zhang; Ruiyi He; Xin Liao 001; Feng Li 065; Jiaxin Chen; Gaobo Yang (IEEE Trans. Artif. Intell., 2025)

Spatiotemporal Inconsistency Learning and Interactive Fusion for Deepfake Video Detection. - Dengyong Zhang; Wenjie Zhu; Xin Liao 001; Feifan Qi; Gaobo Yang; Xiangling Ding (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Deepfake Detection: A Comprehensive Survey from the Reliability Perspective. - Tianyi Wang 006; Xin Liao 001; Kam-Pui Chow; Xiaodong Lin 001; Yinglong Wang 001 (ACM Comput. Surv., 2025)

PRest-Net: Multi-domain Probability Estimation Network for Robust Image Forgery Detection. - Jiaxin Chen; Xin Liao 001; Zhenxing Qian; Zheng Qin 001 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness. - Yufeng Wu; Xin Liao 001; Baowei Wang; Han Fang; Xiaoshuai Wu; Guiling Wang (CoRR, 2025)

DGeC: Dynamically and Globally Enhanced Convolution. - Zihang Zhang; Yuling Liu; Zhili Zhou; Gaobo Yang; Xin Liao 001; Q. M. Jonathan Wu (IEEE Trans. Artif. Intell., 2025)

WaveRecovery: Screen-Shooting Watermarking Based on Wavelet and Recovery. - Linbo Fu; Xin Liao 001; Jinlin Guo; Li Dong 006; Zheng Qin 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Video Frame Interpolation via Fast Bidirectional 3D Correlation Volume. - Dengyong Zhang; Runqi Lou; Jiaxin Chen; Xiangling Ding; Xin Liao 001; Gaobo Yang (ACM Trans. Multim. Comput. Commun. Appl., 2025)