- X Liao*, J Yin, M Chen, Z Qin, Adaptive payload distribution in multiple images steganography based on image texture features. IEEE Transactions on Dependable and Secure Computing (TDSC), DOI: 10.1109/TDSC.2020.3004708, 2020. [CCF A] [ESI Highly Cited Paper] [pdf]
- X Liao*, K Li, X Zhu, K. J. R Liu, Robust detection of image operator chain with two-stream convolutional neural network. IEEE Journal of Selected Topics in Signal Processing (JSTSP), vol. 14, no. 5, pp. 955-968, 2020. [TOP Journal] [ESI Highly Cited Paper] [pdf]
- X Liao*, Y Yu, B Li, Z Li, Z Qin, A new payload partition strategy in color image steganography. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 30, no. 3, pp. 685-696, 2020. [ESI Highly Cited Paper] [pdf]
- J Hu, X Liao*, J Liang, W Zhou, Z Qin, FInfer: Frame inference-based Deepfake detection for high-visual-quality videos. Association for the Advancement of Artificial Intelligence (AAAI), 2022. [CCF A] [pdf]
- X Wu, X Liao*, B Ou, SepMark: Deep Separable Watermarking for Unified Source Tracing and Deepfake Detection. ACM International Conference on Multimedia (ACM MM), 2023. [CCF A] [pdf]
- J Yang, X Liao*, Exploiting Fine-Grained DCT Representations for Hiding Image-Level Messages within JPEG Images. ACM International Conference on Multimedia (ACM MM), 2023. [CCF A] [pdf]
- M Chen*, X Liao, M Wu, PulseEdit: Editing physiological signal in facial videos for privacy protection. IEEE Transactions on Information Forensics and Security (TIFS), DOI: 10.1109/TIFS.2022.3142993, 2022. [CCF A] [pdf]
- Y Zhang, D Ye, C Xie, L Tang, X Liao, Z Liu, C Chen, J Deng, Dual defense: Adversarial, traceable, and invisible robust watermarking against face swapping. IEEE Transactions on Information Forensics and Security (TIFS), DOI: 10.1109/TIFS.2024.3383648, 2024. [CCF A] [pdf]
- X Wu, X Liao*, B Ou, Y Liu, Z Qin, Are watermarks bugs for Deepfake detectors? Rethinking proactive forensics. International Joint Conference on Artificial Intelligence (IJCAI), 2024. [CCF A] [pdf]
- J Hu, X Liao*, D Gao, Satoshi, Q Wang, Z Qin, Mike Shou, Delocate: Detection and localization for Deepfake videos with randomly-located tampered traces. International Joint Conference on Artificial Intelligence (IJCAI), 2024. [CCF A]
- J Hu, X Liao*, W Wang, Z Qin, Detecting compressed Deepfake video in social networks using frame-temporality two-stream convolutional network. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI: 10.1109/TCSVT.2021.3074259, 2021. [ESI Highly Cited Paper] [pdf]
- X Liao*, Y Wang, T Wang, J Hu, X Wu，FAMM: Facial Muscle Motions for Detecting Compressed Deepfake Videos over Social Networks. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI：10.1109/TCSVT.2023.3278310, 2023. [SCI #1] [pdf]
- J Chen, X Liao*, W Wang, Z Qian, Z Qin, Y Wang，SNIS: A Signal Noise Separation-based Network for Post-processed Image Forgery Detection. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI：10.1109/TCSVT.2022.3204753, 2022. [SCI #1] [pdf]
- J Tan, X Liao*, J Liu, Y Cao, H Jiang, Channel attention image steganography with generative adversarial networks. IEEE Transactions on Network Science and Engineering (TNSE), DOI: 10.1109/TNSE.2021.3139671, 2021. [SCI #1] [ESI Highly Cited Paper] [pdf]
- Y Zhang, J Ni, W Su, X Liao, A Novel Deep Video Watermarking Framework with Enhanced Robustness to H.264/AVC Compression. ACM International Conference on Multimedia (ACM MM), 2023. [CCF A] [pdf]
- Z Chen, H Liu*, L Zhang, X Liao, Multi-dimensional attention with similarity constraint for weakly-supervised temporal action localization, IEEE Transactions on Multimedia (TMM), DOI: 10.1109/TMM.2022.3174344, 2022. [SCI #1] [pdf]
- Y Li, J You, J Zhou*, W Wang, X Liao, X Li, Image operation chain detection with machine translation framework. IEEE Transactions on Multimedia (TMM), DOI: 10.1109/TMM.2022.3215000, 2022. [SCI #1] [pdf]
- F Li, Y Chen, H Liu, Z Zhao, Y Yao, X Liao, Vocoder detection of spoofing speech based on GAN fingerprints and domain generalization. ACM Transactions on Multimedia Computing, Communications, and Applications(TOMM), DOI: 10.1145/3630751, 2023. [pdf]
- Y Tian, X Liao, L Dong, Y Xu, H Jiang, Amount-based covert communication over blockchain. IEEE Transactions on Network and Service Management(TNSM), DOI: 10.1109/TNSM.2024.3358013, 2024. [pdf]
- D Zhang, J Chen, X Liao*, F Li, J Chen, G Yang, Face forgery detection via multi-feature fusion and local enhancement. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI: 10.1109/TCSVT.2024.3390945, 2024. [pdf]
- J Chen, G Yang, S Wang, D Wang, X Liao, Image dehazing assessment: A real-world dataset and a haze density-aware criteria, IEEE Transactions on Multimedia(TMM), DOI: 10.1109/TMM.2023.3345141, 2023. [SCI #1] [pdf]
- Y Sun*, K Yu, A K Bashir, X Liao, Bl-IEA: A bit-level image encryption algorithm for cognitive services in intelligent transportation systems. IEEE Transactions on Intelligent Transportation Systems (TITS), DOI: 10.1109/TITS.2021.3129598, 2021. [SCI #1] [pdf]
- Y Liu*, C Wang, J Wang*, B Liao, X Liao, Generative steganography via live comments on streaming video frames. IEEE Transactions on Computational Social Systems (TCSS), DOI: 10.1109/TCSS.2024.3352979, 2024. [pdf]
- X Ding, P Huang, D Zhang, W Liang, F Li, G Yang, X Liao, Y Li, MSEConv: A unified warping framework for video frame interpolation. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), DOI: 10.1145/3648364, 2024. [pdf]
- X Liao*, Z Huang, L Peng, T Qiao, First step towards parameters estimation of image operator chain. Information Science (INS), vol. 575, pp. 231-247, 2021. [SCI #1] [pdf]
- J Chen, X Liao*, W Wang, Z Qin, Identification of image global processing operator chain based on feature decoupling. Information Science (INS), DOI: 10.1016/j.ins.2023.118961, 2023. [SCI #1] [pdf]
- Y Yang*, B Wang, Y Yang, Y Zhou, W Shi, X Liao, Visually meaningful image encryption based on universal embedding model. Information Science (INS), vol. 562, pp. 304-324, 2021. [SCI #1] [pdf]
- Y Yang*, B Wang, S Pei, Y Zho, W Shi, X Liao, Using M-ary decomposition and virtual bits for visually meaningful image encryption. Information Science (INS), vol. 580, pp. 174-201, 2021. [SCI #1] [pdf]
- X Liao*, Z Huang, A framework for parameters estimation of image operator chain. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain. May 4-8, 2020: 2787-2791. [CCF B] [pdf]
- J Chen, X Liao*, W Wang, Z Qin, A features decoupling method for multiple manipulations identification in image operation chains. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, ON, Canada. June 6-11, 2021: 2505-2509. [CCF B] [pdf]
- Y Sun, X Liao*, J Liu, An efficient paper anti-counterfeiting method based on microstructure orientation estimation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, ON, Canada. June 6-11, 2021: 2525-2529. [CCF B] [pdf]
- J Chen, X Liao*, Z Qian, Z Qin, Multi-domain probability estimation network for forgery detection over online social network shared images, IEEE Conference on Multimedia Expo (ICME), 15-19 July, 2024. [CCF B]
- X Liao*, Z Tang, Y Cao, Steganographic distortion function learning method for spatial color image based on generative adversarial network. Journal of Software, vol. 33, no. 9, pp. 3470-3484, 2022. (in Chinese) [CCF A] [pdf]
- J Shen, X Liao*, Z Qin, X Liu, Spatial steganalysis of low embedding rate based on convolutional neural network. Journal of Software, vol. 32, no. 9, pp. 2901−2915, 2021. (in Chinese) [CCF A] [pdf]
Multimedia Security and Forensics Group
Professor, PhD. Supervisor
Director of Cyberspace Security Department
Hunan University, China
email: xinliao AT hnu.edu.cn
Chinese homepage（中文主页）: http://csee.hnu.edu.cn/people/liaoxin
Director of Cyberspace Security Department
Hunan University, China
email: xinliao AT hnu.edu.cn
Chinese homepage（中文主页）: http://csee.hnu.edu.cn/people/liaoxin
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