Applied Cryptography应用密码学

  1. An Anonymous Multi-Authority Key-Policy Attribute-Based Encryption Scheme with Expressive Keyword Search
    Chenbin Zhao, Xiaocong Lin, Jing Chen, Weijing You, Jie Cui, and Zhongyun Hua
    IEEE Transactions on Dependable and Secure Computing, accepted, 2026
  2. Deduplication-while-Storage: A New Encrypted Deduplication Storage Paradigm
    Yufei Yao, Zhongyun Hua*, Mingyang Song, Yifeng Zheng, Zhaoquan Gu, and Qing Liao
    IEEE Transactions on Computers, accepted, 2026
  3. FastPSC: A Fast and Maliciously Secure Set Computation Service for Multi-Owner Set Data
    Songlei Wang, Yifeng Zheng, Zhongyun Hua, Xiaohua Jia, and Haibo Hu
    IEEE Transactions on Services Computing, accepted, 2026
  4. SecDiv: Privacy-Preserving Diversity Constrained Top-k Query Processing in the Cloud
    Yinxing Zhang, Guang Tang, Qingwang Wang, Songlei Wang, Zhiquan Liu, and Zhongyun Hua
    IEEE Transactions on Services Computing, accepted, 2026
  5. Secure and Verifiable Optional-Dimension Data Aggregation for Efficient WBAN Deployment
    Ying Lin, Feng Wang, Chenbin Zhao, Fuyi Wang, Youqin Chen, and Zhongyun Hua
    IEEE Transactions on Dependable and Secure Computing, accepted, 2026
  6. Enabling Reliable and Anonymous Data Collection for Fog-Assisted Mobile Crowdsensing With Malicious User Detection
    Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Rushu Lan, Qing Liao, and Guoai Xu
    IEEE Transactions on Mobile Computing, accepted, 2025
  7. Enabling Secure Auditing and Deduplication in Multi-Replica Cloud Storage
    Zhongyun Hua*, Zizheng Wang, Mingyang Song, Yifeng Zheng, Guangxia Xu, and Xiaohua Jia
    IEEE Transactions on Dependable and Secure Computing, accepted, 2025
  8. Enabling Verifiable Search and Integrity Auditing in Encrypted Decentralized Storage Using One Proof
    Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Qing Liao, and Xiaohua Jia
    IEEE Transactions on Computers, accepted, 2025
  9. Harnessing Sparsification in Federated Learning: A Secure, Efficient, and Differentially Private Realization
    Shuangqing Xu, Yifeng Zheng, and Zhongyun Hua*
    Proc. of ACM Conference on Computer and Communications Security (ACM CCS), accepted, 2025
  10. Large-Capacity Reversible Data Hiding over Encrypted Images via Pixel Correlation Recovery
    Zhongyun Hua, Jianhui Zou, Yifeng Zheng, Zhili Zhou, Fei Peng, and Qing Liao
    IEEE Transactions on Dependable and Secure Computing, accepted, 2025
  11. OblivTime: Oblivious and Efficient Interval Skyline Query Processing over Encrypted Time-Series Data
    Huajie Ouyang, Yifeng Zheng, Songlei Wang, and Zhongyun Hua
    IEEE Transactions on Services Computing, in press, 2025
  12. Privacy-Assured Analytics on Decentralized Graphs: The Case of Graph Learning
    Longji Li, Yifeng Zheng, Songlei Wang, Zhongyun Hua, Lei Xu, and Yansong Gao
    Proc. of 24th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), accepted, 2025
  13. PVF-FD: Free-Rider Detection in Privacy-Preserving Vertical Federated Learning
    Xinrui Liu, Zhongyun Hua*, Mingyang Song, Yifeng Zheng, Guoai Xu, and Xiaohua Jia
    IEEE Transactions on Dependable and Secure Computing, accepted, 2025
  14. Reversible Data Hiding over Encrypted Images via Intrinsic Correlation in Block-Based Secret Sharing
    Jianhui Zou, Weijia Cao, Nankun Mu,Shuang Yi, Yifeng Zheng, Zhaoquan Gu, and Zhongyun Hua
    ACM Transactions on Multimedia Computing, Communications, and Applications, accepted, 2025
  15. SARA: A Sparsity-Aware Efficient Oblivious Aggregation Service for Federated Matrix Factorization
    Yifeng Zheng, Tianchen Xiong, Huajie Ouyang, Songlei Wang, Zhongyun Hua, Yansong Gao
    International Conference on Web Information Systems Engineering, 2025, 2025
  16. Bi-directional Block Encoding for Reversible Data Hiding over Encrypted Images
    Xingyu Liu, Zhongyun Hua*, Shuang Yi, Yushu Zhang, Yicong Zhou
    ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 20, no. 5, 2024
  17. Blockchain-Assisted Secure Deduplication for Large-Scale Cloud Storage Service
    Zhongyun Hua, Yufei, Yao, Mingyang Song, Yifeng Zheng, Yushu Zhang, and Cong Wang
    IEEE Transactions on Services Computing, vol. 17, no. 3, pp. 821-835, 2024
  18. BopSkyline: Boosting Privacy-Preserving Skyline Query Service in the Cloud
    Weibo Wang, Yifeng Zheng, Songlei Wanga, Zhongyun Hua, Lei Xub, and Yansong Gao
    Computers & Security, vol. 14, 2024
  19. Camel: Communication-Efficient and Maliciously Secure Federated Learning in the Shuffle Model of Differential Privacy
    Shuangqing Xu, Yifeng Zheng, Zhongyun Hua*
    Proc. of ACM Conference on Computer and Communications Security (ACM CCS), pp. 243-257, 2024
  20. ObliuSky: Oblivious User-Defined Skyline Query Processing in the Cloud
    Yifeng Zheng, Weibo Wang, Songlei Wang, Zhongyun Hua*, and Yansong Gao
    IEEE Transactions on Services Computing, accepted, 2024
  21. PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark
    Zhongyun Hua, Yan, Tong, Yifeng Zheng, Yuhong Li, and Yushu Zhang
    IEEE Transactions on Information Forensics and Security, vol. 19, pp. 3644-3658, 2024
  22. Privacy-Preserving Competitive Detour Tasking in Spatial Crowdsourcing
    Yifeng Zheng, Menglun Zhou, Songlei Wang, Zhongyun Hua*, Jinghua Jiang, and Yansong Gao
    IEEE Transactions on Services Computing, accepted, 2024
  23. Reversible Data Hiding over Encrypted Images via Preprocessing-Free Matrix Secret Sharing
    Zhongyun Hua, Xingyu Liu, Yifeng Zheng, Shuang Yi, Yushu Zhang
    IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 3, pp. 1799-1814, 2024
  24. SimLESS: A Secure Deduplication System over Similar Data in Cloud Media Sharing
    Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Tao Xiang, and Xiaohua Jia
    IEEE Transactions on Information Forensics and Security, vol. 19, pp. 4700-4715, 2024
  25. Blockchain-Based Deduplication and Integrity Auditing over Encrypted Cloud Storage
    Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Hejiao Huang, Xiaohua Jia
    IEEE Transactions on Dependable and Secure Computing, vol. 20, no. 6, pp. 4928-4945, 2023
  26. Enabling Large-Capacity Reversible Data Hiding over Encrypted JPEG Bitstreams
    Zhongyun Hua, Ziyi Wang, Yifeng Zheng, Yongyong Chen, Yuanman Li
    IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 3, pp. 1003–1018, 2023
  27. Enabling Transparent Deduplication and Auditing for Encrypted Data in Cloud
    Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Tao Xiang, and Xiaohua Jia
    IEEE Transactions on Dependable and Secure Computing, 2023
  28. FCDedup: A Two-Level Deduplication System for Encrypted Data in Fog Computing
    Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Tao Xiang, Xiaohua Jia
    IEEE Transactions on Parallel and Distributed Systems, vol. 34, no. 10, pp. 2642-2656, 2023
  29. Heterogeneous and Customized Cost-Efficient Reversible Image Degradation for Green IoT
    Ruoyu Zhao, Yushu Zhang, Rushi Lan, Zhongyun Hua, Yong Xiang
    IEEE Internet of Things Journal, vol. 10, no. 3, pp. 2630-2645, 2023
  30. LSDedup: Layered Secure Deduplication for Cloud Storage
    Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Hejiaog Huang, Xiaohua Jia
    IEEE Transactions on Computers, 2023
  31. Matrix-Based Secret Sharing for Reversible Data Hiding in Encrypted Images
    Zhongyun Hua*, Yanxiang Wang, Shuang Yi, Yifeng Zheng, Xingyu Liu, Yongyong Chen, Xinpeng Zhang
    IEEE Transactions on Dependable and Secure Computing, vol. 20, no. 5, pp. 3669-3686, 2023
  32. PPTA: A location privacy-preserving and flexible task assignment service for spatial crowdsourcing
    Menglun Zhou, Yifeng Zheng, Songlei Wang, Zhongyun Hua, Hejiao Huang, Yansong Gao, Xiaohua Jia
    Computer Networks, vol. 224, pp. 109600, 2023
  33. Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables
    Yifeng Zheng, Shuangqing Xu, Songlei Wang, Yansong Gao, Zhongyun Hua*
    IEEE Transactions on Services Computing, vol. 16, no. 5, pp. 3604-3620, 2023
  34. Blockchain-Assisted Conditional Anonymity Privacy-Preserving Public Auditing Scheme with Reward Mechanism
    Jie Zhao, Hejiao Huang, Chonglin Gu, Zhongyun Hua, Xiaojun Zhang
    IEEE Systems Journal, vol. 16, no. 3, pp. 4477-4488, 2022
  35. Reversible Data Hiding in Encrypted Images Using Cipher-Feedback Secret Sharing
    Zhongyun Hua, Yanxiang Wang, Shuang Yi, Yicong Zhou, Xiaohua Jia
    IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 8, pp. 4968–4982, 2022
  36. Reversible data hiding method in encrypted images using secret sharing and Huffman coding
    Shuang Yi, Juan Zhou, Zhongyun Hua, Yong Xiang
    2021 11th International Conference on Information Science and Technology (ICIST), Sichuan, China, 2021
  37. Locality-Sensitive Hashing Scheme Based on Heap Sort of Hash Bucket
    Bo Fang, Zhongyun Hua, Hejiao Huang
    2019 14th International Conference on Computer Science & Education (ICCSE), 5-10, Toronto, Canada, 2019
  38. Reversible data hiding in encrypted images using adaptive block-level prediction-error expansion
    Shuang Yi, Yicong Zhou, Zhongyun Hua
    Signal Processing: Image Communication, vol. 64, pp. 78-88, 2018

Multimedia Security, Forensics & AI Security多媒体安全、取证与 AI 安全

  1. Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification
    Yuhang Zhou, Yanxiang Zhao, Zhongyun Hua*, Zhipu Liu, Zhaoquan Gu, Qing Liao, Leo Yu Zhang
    Proc. of Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2026
  2. GCMRD: Global Consistency Multi-teacher Robustness Distillation
    Yuhang Zhou, Zhongyun Hua, Rushi Lan, Qing Liao, and Wei Jiang
    Proc. of The 19th European Conference on Computer Vision, accepted, 2026
  3. Learning Tight Rejection Boundaries without Negatives for Strict One-Class Audio Deepfake Detection
    Yuze Zhao, Kuiyuan Zhang, Zhongyun Hua, Yushu Zhang, Qing Liao, Wei Jiang
    Proc. of Forty-third International Conference on Machine Learning, accepted, 2026
  4. Nasty Adversarial Training: A Probability Sparsity Perspective for Robustness Enhancement
    Yuhang Zhou, Zhongyun Hua*, Zhaoquan Gu, Keke Tang, Rushi Lan, Yushu Zhang, Qing Liao, Leo Yu Zhang
    Proc. of The Fourteenth International Conference on Learning Representations, accepted, 2026
  5. NHHA: Hierarchical Hyperbolic Constraints for Imperceptible Point Cloud Attacks
    Keke Tang, Yu Liao, Weilong Peng, Xiaofei Wang, Daizong Liu, Zhongyun Hua, Peican Zhu, and Zhihong Tian
    Proc. of The 19th European Conference on Computer Vision, accepted, 2026
  6. Persistent Backdoor Attacks in Class-Incremental Learning via Structural Invariant Anchoring
    Junhuang Huang, Linshan Hou, Jianting Ning, Yanjun Zhang, Zhongyun Hua, and Leo Yu Zhang
    Proc. of Forty-third International Conference on Machine Learning, accepted, 2026
  7. SACMark: Spatial-Angle Consistency Watermarking Network for Light Field Image Copyright Protection
    Junfeng Guo, Hui Wang, Shouxin Liu, Yushu Zhang, Zhongyun Hua, Seok-Tae Kim, and Xiaowei Li
    IEEE Transactions on Image Processing, accepted, 2026
  8. Tri-View Collaborative Graph Learning for Robust Deepfake Speech Detection
    Kuiyuan Zhang, Yuze Zhao, Zhongyun Hua, Yushu Zhang, Qing Liao, and Wei Jiang
    IEEE Transactions on Dependable and Secure Computing, accepted, 2026
  9. A Dual-Protection Method for 3D Object Security and Copyright: Watermark Embedding During Decryption
    Xiangli Xiao, Yushu Zhang, Ruoyu Zhao, Zhongyun Hua, Wenying Wen, and Yuming Fang
    IEEE Transactions on Dependable and Secure Computing, accepted, 2025
  10. All Roads Lead to Rome: Achieving 3D Object Encryption through 2D Image Encryption Methods
    Ruoyu Zhao, Yushu Zhang, Rushi Lan, Shuang Yi, Zhongyun Hua, and Jian Weng
    IEEE Transactions on Image Processing, accepted, 2025
  11. Assuring Certified Database Utility in Privacy-Preserving Database Fingerprinting
    Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Tao Xiang, Guoai Xu, and Xingliang Yuan
    Proc. of 34th USENIX Security Symposium (USENIX Security), accepted, 2025
  12. Atkscopes: Multiresolution Adversarial Perturbation as a Unified Attack on Perceptual Hashing and Beyond
    Yushu Zhang, Yuanyuan Sun, Shuren Qi, Zhongyun Hua, Wenying Wen, and Yuming Fang
    Proc. of 34th USENIX Security Symposium (USENIX Security), accepted, 2025
  13. BASNet: Boundary Assisted Network for Image Splicing Forgery Detection
    Enji Liang, Kuiyuan Zhang, Zhongyun Hua*, and Xiaohua Jia
    IEEE Transactions on Multimedia, accepted, 2025
  14. Beyond Privacy: Generating Privacy-Preserving Faces Supporting Robust Image Authentication
    Tao Wang, Yushu Zhang, Xiangli Xiao, Zhongyun Hua, Wenying Wen, and Yuming Fang
    IEEE Transactions on Information Forensics and Security, accepted, 2025
  15. Dual-Branch Noise-Guided Network for Image Splicing Forgery Detection
    Enji Liang, Kuiyuan Zhang, Zhongyun Hua*, and Xiaohua Jia
    IEEE Signal Processing Letters, accepted, 2025
  16. FixGuard: Repairing Backdoored Models via Class-wise Trigger Recovery and Unlearning
    Linshan Hou, Zhongyun Hua*, Wei Luo, Leo Yu Zhang
    IEEE Signal Processing Letters, accepted, 2025
  17. FLARE: Towards Universal Dataset Purification against Backdoor Attacks
    Linshan Hou, Wei Luo, Zhongyun Hua*, Songhua Chen, Leo Yu Zhang, and Yiming Li
    IEEE Transactions on Information Forensics and Security, accepted, 2025
  18. Multi-View Collaborative Learning Network for Speech Deepfake Detection
    Kuiyuan Zhang, Zhongyun Hua*, Rushi Lan, Yifang Guo, Yushu Zhang, Guoai Xu
    Proc. of Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025
  19. Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes
    Kuiyuan Zhang, Zhongyun Hua*, Rushi Lan, Yushu Zhang, Yifang Guo
    Proc. of Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025
  20. Preview Helps Selection: Previewable Image Watermarking with Client-Side Embedding
    Xiangli Xiao, Yushu Zhang, Zhongyun Hua, Zhihua Xia, and Jian Weng
    IEEE Transactions on Dependable and Secure Computing, accepted, 2025
  21. Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation
    Kuiyuan Zhang, Zhongyun Hua*, Yushu Zhang, Yifang Guo, and Tao Xiang
    IEEE Transactions on Information Forensics and Security, vol. 20, pp. 871-885, 2025
  22. Tailor-made Face Privacy Protection via Class-wise Targeted Universal Adversarial Perturbations
    Yushu Zhang , Zixuan Yang , Tao Wang , Zhongyun Hua, and Jian Weng
    IEEE Transactions on Dependable and Secure Computing, accepted, 2025
  23. TransCMFD: An adaptive transformer for copy-move forgery detection
    Enji Liang, Kuiyuan Zhang, Zhongyun Hua*, Yuanman Li, and Xiaohua Jia
    Neurocomputing, accepted, 2025
  24. A secure dynamic cross-chain decentralized data consistency verification model
    Jiahao Zhao, Yushu Zhang, Jiajia Jiang, Zhongyun Hua, Yong Xiang
    Journal of King Saud University-Computer and Information Sciencesg, vol. 36, no. 1, 2024
  25. Boosting Deepfake Detection Generalizability via Expansive Learning and Confidence Judgement
    Kuiyuan Zhang, Zeming Hou, Zhongyun Hua*, Yifeng Zheng, and Leo Yu Zhang
    IEEE Transactions on Circuits and Systems for Video Technology, in press, 2024
  26. Cascaded Adaptive Graph Representation Learning for lmage Copy-Move Forgery Detection
    Yuanman Li, Lanhao Ye, Haokun Cao, Wei Wang, Zhongyun Hua*
    ACM Transactions on Multimedia Computing, Communications, and Applications, in press, 2024
  27. Client-Side Embedding of Screen-Shooting Resilient Image Watermarking
    Xiangli Xiao, Yushu Zhang, Zhongyun Hua, Zhihua Xia, Jian Weng
    IEEE Transactions on Information Forensics and Security, vol. 19, pp. 5357-5372, 2024
  28. Conditional Backdoor Attack via JPEG Compression
    Qiuyu Duan, Zhongyun Hua*, Qing Liao, Yushu Zhang, LEO Yu Zhang
    Proc. of Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
  29. Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay
    Yuhang Zhou, Zhongyun Hua*
    Proc. of IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024
  30. DERD: Data-free Adversarial Robustness Distillation through Self-adversarial Teacher Group
    Yuhang Zhou, Yushu Zhang, Leo Yu Zhang, Zhongyun Hua*
    Proc. of 32nd ACM International Conference on Multimedia (ACM MM), 2024
  31. FairCMS: Cloud Media Sharing with Fair Copyright Protection
    Xiangli Xiao, Yushu Zhang, Leo Yu Zhang, Zhongyun Hua, Zhe Liu, Jiwu Huang
    IEEE Transactions on Computational Social Systems, in press, 2024
  32. IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency
    Linshan Hou, Ruili Feng, Zhongyun Hua*, Wei Luo, Leo Yu Zhang, Yiming Li
    Proc. of Forty-first International Conference on Machine Learning (ICML), 2024
  33. M-to-N Backdoor Paradigm: A Multi-Trigger and Multi-Target Attack to Deep Learning Models
    Linshan Hou, Zhongyun Hua*, Yuhong Li, Yifeng Zheng, and Leo Yu Zhang
    IEEE Transactions on Circuits and Systems for Video Technology, in press, 2024
  34. MSeeing is not believing: An identity hider for human vision privacy protection
    Tao Wang, Yushu Zhang, Zixuan Yang, Xiangli Xiao, Hua Zhang, Zhongyun Hua
    IEEE Transactions on Biometrics, Behavior, and Identity Science, in press, 2024
  35. Multi-Scale Feature Attention Fusion for Image Splicing Forgery Detection
    Enji Liang, Kuiyuan Zhang, Zhongyun Hua*, and Xiaohua Jia
    ACM Transactions on Multimedia Computing, Communications, and Applicationsy, in press, 2024
  36. Once-for-all: Efficient Visual Face Privacy Protection via Person-specific Veils
    Zixuan Yang, Yushu Zhang, Tao Wang, Zhongyun Hua, Zhihua Xia, Jian Weng
    Proc. of 32nd ACM International Conference on Multimedia (ACM MM), 2024
  37. 基于模型操作的单参数后门攻击
    段秋宇, 候琳珊, 花忠云, 廖清, 张玉书, 张瑜
    信息安全学报, accepted, 2024
  38. AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing
    Kuiyuan Zhang, Zhongyun Hua*, Yuanman Li, Yongyong Chen, Yicong Zhou
    IEEE Transactions on Multimedia, vol. 25, pp. 5676-5689, 2023
  39. CDNet: Cluster Decision for Deepfake Detection Generalization
    Zeming Hou, Zhongyun Hua,Kuiyuan Zhang, Yushu Zhang
    Proc. of 2023 IEEE International Conference on Image Processing (ICIP), 2023, 2023
  40. Detection of Recolored Image by Texture Features in Chrominance Components
    Yushu Zhang, Nuo Chen, Shuren Qi, Mingfu Xue, Zhongyun Hua
    ACM Transactions on Multimedia Computing, Communications and Applications, vol. 19, no. 3, pp. 1-23, 2023
  41. Laplacian Regularized Deep Low-Rank Subspace Clustering Network
    Yongyong Chen, Lei Cheng, Zhongyun Hua*, Shuang Yi
    Applied Intelligence, vol. 53, no. 19, 2023
  42. Localization of Inpainting Forgery With Feature Enhancement Network
    Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Zhongyun Hua, Yong Xiang
    IEEE Transactions on Big Data, vol. 9, no. 3, pp. 936-948, 2023
  43. MocGCL: Molecular Graph Contrastive Learning via Negative Selection
    Jinhao Cui, Heyan Chai, Yanbin Gong, Ye Ding, Zhongyun Hua,Cuiyun Gao, Qing Liao
    Proc. of 2023 International Joint Conference on Neural Networks (IJCNN), 2023
  44. Multi-View Ensemble Clustering via Low-Rank and Sparse Decomposition: from Matrix to Tensor
    Xuanqi Zhang, Qiangqiang Shen, Yongyong Chen, Zhongyun Hua, Jingyong Su
    ACM Transactions on Knowledge Discovery from Data, vol. 17, no. 103, pp. 1-19, 2023
  45. Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service
    Kuiyuan Zhang, Zhongyun Hua*, Yuanman Li, Yushu Zhang, Yicong Zhou
    IEEE Transactions on Services Computing, 2023
  46. 面向多畸变稳健性的图像归因算法
    祁树仁,张玉书,薛明富,花忠云
    信息网络安全, no. 4, pp. 30-28, 2023
  47. Adaptive Transition Probability Matrix Learning for Multi-view Spectral Clustering
    Yongyong Chen, Xiaolin Xiao, Zhongyun Hua, Yicong Zhou
    IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 9, pp. 4712-4726, 2022
  48. Deep Contrastive Multi-view Subspace Clustering
    Lei Chen, Yongyong Chen, Zhongyun Hua
    Proc. of 29th International Conference on Neural Information Processing (ICONI, 2022
  49. Detecting and Mitigating Backdoor Attacks with Dynamic and Invisible Triggers
    Zhibin Zheng, Zhongyun Hua, Leo Yu Zhang
    Proc. of 29th International Conference on Neural Information Processing (ICONI, 2022
  50. Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering
    Yongyong Chen, Shuqin Wang, Xiaolin Xiao, Youfa Liu, Zhongyun Hua*, Yicong Zhou
    IEEE Transactions on Multimedia, vol. 24, pp. 4054-4066, 2022
  51. Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network
    Yuchao Su, Jie Du, Yuanman Li, Xia Li, Rongqin Liang, Zhongyun Hua, Jiantao Zhou
    IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 16773-16785, 2022
  52. A Transformer based Approach for Image Manipulation Chain Detection
    Jiaxiang You, Yuanman Li, Jiantao Zhou, Zhongyun Hua, Weiwei Sun, Xia Li
    Proc. of 29th ACM International Conference on Multimedia (ACMMM), 2021
  53. Color image encryption using orthogonal Latin squares and a new 2D chaotic system
    Zhongyun Hua*, Zhihua Zhu, Yongyong Chen, and Yuanman Li
    Nonlinear Dynamics, vol. 104, pp. 4505-4522, 2021
  54. Cross-plane colour image encryption using a two-dimensional logistic tent modular map
    Zhongyun Hua*, Zhihua Zhu, Shuang Yi, Zheng Zhang, Hejiao Huang
    Information Sciences, vol. 546, pp. 1063-1083, 2021
  55. Design and application of an S-box using complete Latin square
    Zhongyun Hua*, Jiaxin Li, Yongyong Chen, Shuang Yi
    Nonlinear Dynamics, vol. 104, pp. 807–825, 2021
  56. Discrete memristive neuron model and its interspike interval-encoded application in image encryption
    BAO Han, HUA ZhongYun, LIU WenBo and BAO BoCheng, and Xi Zhang
    Science China Technological Sciences, vol. 64, pp. 2281-2291, 2021
  57. Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering
    Yongyong Chen, Shuqin Wang, Chong Peng, Zhongyun Hua*, and Yicong Zhou
    IEEE Transactions on Image Processing, vol. 30, pp. 4022-4035, 2021
  58. Image Encryption Using Value-Differencing Transformation and Modified ZigZag Transformation
    Zhongyun Hua, Jiaxin Li, Yuanman Li, Yongyong Chen
    Nonlinear Dynamics, vol. 106, pp. 3583-3599, 2021
  59. On Reliable Multi-View Affinity Learning for Subspace Clustering
    Xiaolin Xiao, Yuejiao Gong, Zhongyun Hua*, Weineng Chen
    IEEE Transactions on Multimedia, vol. 23, pp. 4555-4566, 2021
  60. Visually secure image encryption using adaptive-thresholding sparsification and parallel compressive sensing
    Zhongyun Hua*, Kuiyuan Zhang, Yuanman Li, Yicong Zhou
    Signal Processing, vol. 183, no. 107998, 2021
  61. 结合三元组重要性的知识图谱补全模型
    李忠文, 丁烨, 花忠云, 李君一, 廖清
    计算机科学, 2020
  62. Cosine-transform-based chaotic system for image encryption
    Zhongyun Hua*, Yicong Zhou, Hejiao Huang
    Information Sciences, vol. 480, pp. 403-419, 2019
  63. 2D Logistic-Sine-Coupling Map for Image Encryption
    Zhongyun Hua, Fan Jin, Binxuan Xu, Hejiao Huang
    Signal Processing, vol. 149, pp. 148-161, 2018
  64. Medical image encryption using high-speed scrambling and pixel adaptive diffusion
    Zhongyun Hua, Shuang Yi, Yicong Zhou
    Signal Processing, vol. 144, pp. 134-144, 2018
  65. A novel image encryption scheme using Josephus permutation and image filtering
    Binxuan Xu, Zhongyun Hua, Hejiao Huang
    9th International Symposium on Cyberspace Safety and Security (CSS 2017), 2017, pp. 307-319, 2017
  66. Image Encryption Using Josephus Problem and Filtering Diffusion
    Zhongyun Hua, Binxuan Xu, Fan Jin, Hejiao Huang
    IEEE Access, vol. 7, pp. 8660-8674, 2017
  67. Design of image cipher using block-based scrambling and image filtering
    Zhongyun Hua, Yicong Zhou
    Information Sciences, vol. 396, pp. 97-113, 2016
  68. Image encryption using 2D Logistic-adjusted-Sine map
    Zhongyun Hua, Yicong Zhou
    Information Sciences, vol. 339, pp. 237–253, 2016
  69. 2D Sine Logistic modulation map for image encryption
    Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen
    Information Sciences, vol. 297, pp. 80–94, 2015
  70. Image cipher using a new interactive two-dimensional chaotic map
    Zhongyun Hua, Yiran Wang, Yicong Zhou
    2015 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2015, pp. 1804-1808, 2015
  71. Image content-based encryption algorithm using high-dimensional chaotic system
    Zhongyun Hua, Binghang Zhou, Yicong Zhou
    2015 International Symposium on Nonlinear Theory and its Applications (NOLTA2015), 2015, pp. 554-557, 2015
  72. Image encryption using 2D Logistic-Sine chaotic map
    Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen
    2014 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2014, pp. 3229-3234, 2014

Nonlinear Systems & Applications非线性系统及应用

  1. 1D Complex-Variable Chaotic Model With Hardware Implementation
    Yinxing Zhang, Zhongyun Hua*, Han Bao, Member, and Hejiao Huang
    IEEE Transactions on Industrial Informatics, in press, 2025
  2. Discrete Memristive Hopfield Neural Network and Application in Memristor-State-Based Encryption
    Han Bao, Jiahua Fan, Zhongyun Hua, Quan Xu, Bocheng Bao
    IEEE Internet of Things Journal, vol. 12, no. 15, pp. 31843-31855, 2025
  3. Two-Dimensional Multi-Valued Chaotic Map with a Zynq-Based Parallel PRNG Design
    Yinxing Zhang, Yukai Liu, Han Bao, Hao Chen, Tao Shen, and Zhongyun Hua
    IEEE Transactions on Industrial Electronics, in press, 2025
  4. Grid Homogeneous Coexisting Hyperchaos and Hardware Encryption for 2-D HNN-Like Map
    Han Bao, Yuanhui Su, Zhongyun Hua, Mo Chen, Quan Xu, Bocheng Bao
    IEEE Transactions on Circuits and Systems I: Regular Papers, 2024
  5. Hybrid tri-memristor hyperchaotic map and application in Wasserstein Generative Adversarial Nets
    GU Yang, BAO Han, YU XiHong, HUA ZhongYun, BAO BoCheng, XU Quan
    Science China Technological Sciences, 2024
  6. Initial-Offset-Control Coexisting Hyperchaos in Two-Dimensional Discrete Neuron Model
    Han Bao, Zhuowu Wang, Zhongyun Hua, Xihong Yu, Quan Xu, and Bocheng Bao
    IEEE Transactions on Industrial Informatics, vol. 20, no. 3, pp. 4784-4794, 2024
  7. Modifying Lyapunov exponent of chaotic map by self-cascading
    ChenLong Yi, ChunBiao Li, YongXin Li, Ming Xia, ZhongYun Hua
    Science China Technological Science, in press, 2024
  8. Multi-Valued Model for Generating Complex Chaos and Fractals
    Yinxing Zhang, Zhongyun Hua*, Han Bao, Hejiao Huang
    IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 71, no. 6, pp. 2783-2796, 2024
  9. nD-CS: A Circularly Shifting Chaotic Map Generation Method
    Zihua Wu, Yinxing Zhang, Han Bao, Rushi Lan, Zhongyun Hua*
    Chaos, Solitons and Fractals, vol. 181, 2024
  10. Simplified Discrete Two-Neuron Hopfield Neural Network and FPGA Implementation
    Bocheng Bao, Haigang Tang, Han Bao, Zhongyun Hua, Quan Xu, and Mo Chen
    IEEE Transactions on Industrial Electronics, 2024
  11. Two-Dimensional Bounded Chaotic System With Hardware Implementation
    Han Bao, Yuanhui Su, Zhongyun Hua, Mo Chen, Senior, and Bocheng Bao
    IEEE Transactions on Industrial Electronics, 2024
  12. Two-Dimensional Coupled Complex Chaotic Map
    Zhongyun Hua, Jinhui Yao, Yinxing Zhang, Han Bao, Shuang Yi
    IEEE Transactions on Industrial Informatics, 2024
  13. Two-Dimensional Cyclic Chaotic System for Noise-Reduced OFDM-DCSK Communication
    Zhongyun Hua, Zihua Wu, Yinxing Zhang, Han Bao, Yicong Zhou
    IEEE Transactions on Circuits and Systems I: Regular Papers, in press, 2024
  14. Two-Dimensional Threshold Hyperchaotic Map and Application in Timed One-Time Password
    Han Bao, Yuanhui Su, Zhongyun Hua, Quan Xu, Bocheng Bao
    IEEE Transactions on Industrial Informatics, 2024
  15. Generation of n-Dimensional Hyperchaotic Maps Using Gershgorin-Type Theorem and Its Application
    Yinxing Zhang, Zhongyun Hua*, Han Bao, Hejiao Huang, Yicong Zhou
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 10, pp. 6516-6529, 2023
  16. Memristive effects on an improved discrete Rulkov neuron model
    Han Bao, KeXin Li, Jun Ma, Zhongyun Hua, Quan Xu, BoCheng Bao
    Science China Technological Sciences, vol. 66, pp. 3153-3163, 2023
  17. Regime transition and multi-scroll hyperchaos in a discrete neuron model
    Bocheng Bao, Zhuowu Wang, Zhongyun Hua, Mo Chen, Han Bao
    Nonlinear Dynamics, vol. 111, pp. 13499-13512, 2023
  18. Sine-Transform-Based Memristive Hyperchaotic Model with Hardware Implementation
    Han Bao, Houzhen Li, Zhongyun Hua, Quan Xu, Bo-Cheng Bao
    IEEE Transactions on Industrial Informatics, vol. 19, no. 3, pp. 2792-2801, 2023
  19. Two-Dimensional Exponential Chaotic System With Hardware Implementation
    Yinxing Zhang, Han Bao, Zhongyun Hua*, Hejiao Huang
    IEEE Transactions on Industrial Electronics, vol. 70, no. 9, pp. 9346-9356, 2023
  20. A 2-D Conditional Symmetric Hyperchaotic Map With Complete Control
    Yongxin Li, Chunbiao Li, Sicong Liu Zhongyun Hua, Haibo Jiang
    Nonlinear Dynamics, vol. 109, no. 2, pp. 1155-1165, 2022
  21. An n-Dimensional Chaotic System Generation Method Using Parametric Pascal Matrix
    Yinxing Zhang, Zhongyun Hua*, Han Bao, Hejiao Huang, Yicong Zhou
    IEEE Transactions on Industrial Informatics, vol. 18, no. 12, pp. 8434-8444, 2022
  22. Memristive Hénon map with hidden Neimark–Sacker bifurcations
    Kang Rong, Han Bao, Houzhen Li, Zhongyun Hua, Bocheng Bao
    Nonlinear Dynamics, vol. 108, pp. 4459-4470, 2022
  23. Memristive Rulkov Neuron Model with Magnetic Induction Effects
    Kexin Li, Han Bao, Houzhen Li, Jun Ma, Zhongyun Hua*, Bo-Cheng Bao
    IEEE Transactions on Industrial Informatics, vol. 18, no. 3, pp. 1726-1736, 2022
  24. Memristor-Based Hyperchaotic Maps and Application in Auxiliary Classifier Generative Adversarial Nets
    Han Bao, Zhongyun Hua, Houzhen Li, Mo Chen, Bo-Cheng Bao
    IEEE Transactions on Industrial Informatics, vol. 18, no. 8, pp. 5297-5306, 2022
  25. n-Dimensional Chaotic Map with Application in Secure Communication
    Weijia Cao, Hang Cai, Zhongyun Hua*
    Chaos Solitons & Fractals,, vol. 163, no. 112519, 2022
  26. n-Dimensional Polynomial Chaotic System With Applications
    Zhongyun Hua*, Yinxing Zhang, Han Bao, Hejiao Huang, and Yicong Zhou
    IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 69, no. 2, pp. 784-797, 2022
  27. Two-Dimensional Modular Chaotification System for Improving Chaos Complexity
    Zhongyun Hua*, Yinxing Zhang, Yicong Zhou
    IEEE Transactions on Signal Processing, vol. 68, pp. 1937-1949, 2022
  28. Two-Dimensional Parametric Polynomial Chaotic System
    Zhongyun Hua, Yongyong Chen, Han Bao, Yicong Zhou
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 7, pp. 4402-4414, 2022
  29. Discrete Memristor Hyperchaotic Maps
    Han Bao, Zhongyun Hua*, Houzhen Li, Mo Chen, Bocheng Bao
    IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 68, no. 11, pp. 4534-4544, 2021
  30. Exponential Chaotic Model for Generating Robust Chaos
    Zhongyun Hua, Yicong Zhou
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 6, pp. 3713-3724, 2021
  31. Initials-Boosted Coexisting Chaos in a 2-D Sine Map and Its Hardware Implementation
    Han Bao, Zhongyun Hua, Ning Wang, Lei Zhu, Mo Chen, Bo-Cheng Bao
    IEEE Transactions on Industrial Informatics, vol. 17, no. 2, pp. 1132-1140, 2021
  32. Memristor-Coupled Logistic Hyperchaotic Map
    Bocheng Bao, Kang Rong, Houzhen Li , IEEE, Kexin Li, Zhongyun Hua, and Xi Zhang
    IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 68, no. 8, pp. 2992-2996, 2021
  33. Modular Chaotification Model with FPGA Implementation
    Zhongyun Hua*, Binghang Zhou, Yinxing Zhang, Yicong Zhou
    Science China Technological Sciences, vol. 64, pp. 1472-1484, 2021
  34. Smooth nonlinear fitting scheme for analog multiplierless implementation of Hindmarsh–Rose neuron model
    Jianming Cai, Han Bao, Quan Xu, Zhongyun Hua, Bocheng Bao
    Nonlinear Dynamics, vol. 104, pp. 4379-4389, 2021
  35. Two-Dimensional Memristive Hyperchaotic Maps and Application in Secure Communication
    Houzhen Li, Zhongyun Hua*, Han Bao, Lei Zhu, Mo Chen, Bocheng Bao
    IEEE Transactions on Industrial Electronics, vol. 68, no. 10, pp. 9931-9940, 2021
  36. Sine-Transform-Based Chaotic System with FPGA Implementation
    Zhongyun Hua, Binghang Zhou, Yicong Zhou
    IEEE Transactions on Industrial Electronics, vol. 65, no. 3, pp. 2557-2566, 2020
  37. Two-Dimensional Sine Chaotification System with Hardware Implementation
    Zhongyun Hua*, Yicong Zhou, Bocheng Bao
    IEEE Transactions on Industrial Informatics, vol. 16, no. 2, pp. 887-897, 2020
  38. Designing hyperchaotic Cat maps with any desired number of positive Lyapunov exponents
    Zhongyun Hua, Shuang Yi, Yicong Zhou, Chengqing Li, Yue Wu
    IEEE Transactions on Cybernetics, vol. 48, no. 2, pp. 463-473, 2019
  39. Sine Chaotification Model for Enhancing Chaos and Its Hardware Implementation
    Zhongyun Hua*, Binghang Zhou, Yicong Zhou
    IEEE Transactions on Industrial Electronics, vol. 66, no. 2, pp. 1273-1284, 2019
  40. A Novel Differential-Chaos-Shift-Keying Secure Communication Scheme
    Hang Cai, Zhongyun Hua, Hejiao Huang
    2018 IEEE International Conference on Systems, Man and Cybernetics (SMC 2018), 2018, pp. 1794-1798, 2018
  41. One-Dimensional Nonlinear Model for Producing Chaos
    Zhongyun Hua, Yicong Zhou
    IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 65, no. 1, pp. 235-246, 2018
  42. Dynamic parameter-control chaotic system
    Zhongyun Hua, Yicong Zhou
    IEEE Transactions on Cybernetics, vol. 46, no. 12, pp. 3330-3341, 2016
  43. n-dimensional Discrete Cat Map Generation using Laplace Expansions
    Yue Wu, Zhongyun Hua, Yicong Zhou
    IEEE Transactions on Cybernetics, vol. 46, no. 11, pp. 2622-2633, 2016
  44. Cascade chaotic system with applications
    Yicong Zhou (Supervisor), Zhongyun Hua, Chi-Man Pun, C. L. Philip Chen
    IEEE Transactions on Cybernetics, vol. 45, no. 9, pp. 2001-2012, 2015
  45. A new 1D parameter-control chaotic framework
    Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen
    Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications 2014. Proc. SPIE 9030, 2014, pp. 90300, 2014
  46. A new series-wound framework for generating 1D chaotic maps
    Zhongyun Hua, Yicong Zhou, C. L. Philip Chen
    2013 IEEE Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), 2013

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