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Journal Papers(*Corresponding author)
Secure Cloud Computing:
Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Tao Xiang, and Xiaohua Jia, “Enabling Transparent Deduplication and Auditing for Encrypted Data in Cloud”, IEEE Transactions on Dependable and Secure Computing, 2023
Kuiyuan Zhang, Zhongyun Hua*, Yuanman Li, Yushu Zhang, Yicong Zhou, “Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service”, IEEE Transactions on Services Computing, 2023
Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Hejiaog Huang, Xiaohua Jia, “LSDedup: Layered Secure Deduplication for Cloud Storage”, IEEE Transactions on Computers, 2023
Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Tao Xiang, Xiaohua Jia, "FCDedup: A Two-Level Deduplication System for Encrypted Data in Fog Computing", IEEE Transactions on Parallel and Distributed Systems, in press, 2023. [doi][pdf]
Zhongyun Hua, Xingyu Liu, Yifeng Zheng, Shuang Yi, Yushu Zhang, "Reversible Data Hiding over Encrypted Images via Preprocessing-Free Matrix Secret Sharing", IEEE Transactions on Circuits and Systems for Video Technology, in press, 2023. [doi][pdf]
Yifeng Zheng, Shuangqing Xu, Songlei Wang, Yansong Gao, Zhongyun Hua*, "Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables", IEEE Transactions on Services Computing, in press, 2023. [doi][pdf]
Menglun Zhou, Yifeng Zheng, Songlei Wang, Zhongyun Hua, Hejiao Huang, Yansong Gao, Xiaohua Jia, "PPTA: A location privacy-preserving and flexible task assignment service for spatial crowdsourcing", Computer Networks, vol. 224, pp. 109600, 2023. [doi][pdf]
Zhongyun Hua, Yanxiang Wang, Shuang Yi, Yifeng Zheng, Xingyu Liu, Yongyong Chen, Xinpeng Zhang, "Matrix-Based Secret Sharing for Reversible Data Hiding in Encrypted Images", IEEE Transactions on Dependable and Secure Computing, in press, 2022. [doi][pdf]
Zhongyun Hua, Ziyi Wang, Yifeng Zheng, Yongyong Chen, Yuanman Li, "Enabling Large-Capacity Reversible Data Hiding over Encrypted JPEG Bitstreams", IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 3, pp. 1003–1018, 2022. [doi][pdf]
Zhongyun Hua, Yanxiang Wang, Shuang Yi, Yicong Zhou, Xiaohua Jia, "Reversible Data Hiding in Encrypted Images Using Cipher-Feedback Secret Sharing", IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 8, pp. 4968–4982, 2022. [doi][pdf]
Mingyang Song, Zhongyun Hua*, Yifeng Zheng, Hejiao Huang, Xiaohua Jia, "Blockchain-Based Deduplication and Integrity Auditing over Encrypted Cloud Storage", IEEE Transactions on Dependable and Secure Computing, in press, 2022. [doi][pdf]
Multimedia Security and Image Processing:
Yushu Zhang, Nuo Chen, Shuren Qi*, Mingfu Xue, Zhongyun Hua, "Detection of Recolored Image by Texture Features in Chrominance Components", ACM Transactions on Multimedia Computing, Communications and Applications, vol. 19, no. 3, pp 1-23, 2023. [doi][pdf]
Xuanqi Zhang, Qiangqiang Shen, Yongyong Chen?, Zhongyun Hua, Jingyong Su, "Multi-View Ensemble Clustering via Low-Rank and Sparse Decomposition: from Matrix to Tensor", ACM Transactions on Knowledge Discovery from Data, vol. 17, no. 103, pp 1-19, 2023. [doi][pdf]
Yongyong Chen, Lei Cheng, Zhongyun Hua*, Shuang Yi, "Laplacian Regularized Deep Low-Rank Subspace Clustering Network", Applied Intelligence, in press, 2023. [doi][pdf]
Kuiyuan Zhang, Zhongyun Hua*, Yuanman Li, Yongyong Chen, Yicong Zhou, "AMS-Net: Adaptive Multi?Scale Network for Image Compressive Sensing", IEEE Transactions on Multimedia, in press, 2022. [doi][pdf]
Zhongyun Hua*, Kuiyuan Zhang, Yuanman Li, Yicong Zhou, "Visually secure image encryption using adaptive-thresholding sparsification and parallel compressive sensing", Signal Processing, vol. 183, article no. 107998, 2021. [doi]
Zhongyun Hua, Shuang Yi, Yicong Zhou, "Medical image encryption using high-speed scrambling and pixel adaptive diffusion", Signal Processing, vol. 144, pp. 134-144, 2018. [ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX] [Code]
Zhongyun Hua, Fan Jin, Binxuan Xu, Hejiao Huang, "2D Logistic-Sine-Coupling Map for Image Encryption", Signal Processing, vol. 149, pp. 148-161, 2018. [Most Cited in SIGPRO] [Most downloaded in SIGPRO] [ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX] [Code]
Ruoyu Zhao, Yushu Zhang, Rushi Lan, Zhongyun Hua, Yong Xiang, "Heterogeneous and Customized Cost-Efficient Reversible Image Degradation for Green IoT", IEEE Internet of Things Journal, vol. 10, no. 3, pp. 2630-2645, 1 Feb.1, 2023. [doi][pdf]
Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Zhongyun Hua, Yong Xiang, "Localization of Inpainting Forgery With Feature Enhancement Network", IEEE Transactions on Big Data, in press, 2022. [doi][pdf]
Zhongyun Hua*, Zhihua Zhu, Shuang Yi, Zheng Zhang, Hejiao Huang, "Cross-plane colour image encryption using a two-dimensional logistic tent modular map", Information Sciences, vol. 546, pp. 1063-1083, 2021. [ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX] [Code]
Zhongyun Hua*, Zhihua Zhu, Yongyong Chen, and Yuanman Li, "Color image encryption using orthogonal Latin squares and a new 2D chaotic system", Nonlinear Dynamics, vol. 104, pp. 4505-4522, 2021. [ESI 1% Highly Cited Paper] [doi] [Code]
Zhongyun Hua, Jiaxin Li, Yuanman Li, Yongyong Chen*, "Image Encryption Using Value-Differencing Transformation and Modified ZigZag Transformation", Nonlinear Dynamics, vol. 106, pp. 3583-3599, 2021. [ESI 1% Highly Cited Paper] [doi][pdf]
Zhongyun Hua*, Jiaxin Li, Yongyong Chen, Shuang Yi, "Design and application of an S-box using complete Latin square", Nonlinear Dynamics, vol. 104, pp. 807–825, 2021. [doi] [Code]
Yongyong Chen, Shuqin Wang, Xiaolin Xiao, Youfa Liu*, Zhongyun Hua*, Yicong Zhou, "Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering", IEEE Transactions on Multimedia, vol. 24, pp. 4054-4066, 2022. [doi]
Yongyong Chen, Xiaolin Xiao, Zhongyun Hua, Yicong Zhou, "Adaptive Transition Probability Matrix Learning for Multi-view Spectral Clustering", IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 9, pp. 4712-4726, Sept. 2022. [doi]
Yuchao Su, Jie Du, Yuanman Li, Xia Li, Rongqin Liang, Zhongyun Hua, Jiantao Zhou, "Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network", IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 16773-16785, Sept. 2022. [doi]
Jie Zhao, Hejiao Huang*, Chonglin Gu, Zhongyun Hua, Xiaojun Zhang, "Blockchain-Assisted Conditional Anonymity Privacy-Preserving Public Auditing Scheme with Reward Mechanism", IEEE Systems Journal, vol. 16, no. 3, pp. 4477-4488, Sept. 2022. [doi]
BAO Han, HUA ZhongYun, LIU WenBo and BAO BoCheng, and Xi Zhang, "Discrete memristive neuron model and its interspike interval-encoded application in image encryption", Science China Technological Sciences, in press, 2021. [doi]
Zhongyun Hua, Binxuan Xu, Fan Jin, Hejiao Huang, "Image Encryption Using Josephus Problem and Filtering Diffusion", IEEE Access, vol. 7, pp. 8660 - 8674, 2019. [IF: 3.557/2017, JCR: Q1]. [doi] [pdf] [BibTeX] [Code]
Shuang Yi, Yicong Zhou, Zhongyun Hua, "Reversible data hiding in encrypted images using adaptive block-level prediction-error expansion", Signal Processing: Image Communication, vol. 64, pp. 78-88, 2018. [pdf] [BibTeX]
Zhongyun Hua, Yicong Zhou, "Design of image cipher using block-based scrambling and image filtering," Information Sciences, vol. 396, pp. 97-113, 2017. [IF: 4.832/2016, JCR: Q1] [doi] [pdf] [BibTeX] [Code]
Yongyong Chen, Shuqin Wang, Chong Peng, Zhongyun Hua*, and Yicong Zhou, "Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering", IEEE Transactions on Image Processing, vol. 30, pp. 4022-4035, 2021. [doi]
Xiaolin Xiao, Yuejiao Gong, Zhongyun Hua*, Weineng Chen, "On Reliable Multi-View Affinity Learning for Subspace Clustering", IEEE Transactions on Multimedia, in press, 2020. [doi]
Nonlinear Systems and Applications:
Han Bao, KeXin Li, Jun Ma, Zhongyun Hua, Quan Xu, BoCheng Bao, "Memristive effects on an improved discrete Rulkov neuron model", Science China Technological Sciences , 1-11, 2023. [doi]
Yongxin Li, Chunbiao Li, Sicong Liu Zhongyun Hua, Haibo Jiang, "A 2-D Conditional Symmetric Hyperchaotic Map With Complete Control", Nonlinear Dynamics, vol. 109, no. 2, pp. 1155-1165, 2022. [doi]
Yinxing Zhang, Zhongyun Hua*, Han Bao, Hejiao Huang, Yicong Zhou, "Generation of n-Dimensional Hyperchaotic Maps Using Gershgorin-Type Theorem and Its Application", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 10, pp. 6516-6529, Oct. 2023. [doi][pdf]
Bocheng Bao, Zhuowu Wang, Zhongyun Hua*, Mo Chen, Han Bao*, "Regime transition and multi-scroll hyperchaos in a discrete neuron model", Nonlinear Dynamics, vol. 111, pp. 13499-13512, 2023. [doi]
Yinxing Zhang, Zhongyun Hua*, Han Bao, Hejiao Huang, Yicong Zhou, "An n-Dimensional Chaotic System Generation Method Using Parametric Pascal Matrix", IEEE Transactions on Industrial Informatics, vol. 18, no. 12, pp. 8434-8444, Dec. 2022. [doi]
Yinxing Zhang, Han Bao, Zhongyun Hua*, Hejiao Huang, "Two-Dimensional Exponential Chaotic System With Hardware Implementation", IEEE Transactions on Industrial Electronics, vol. 70, no. 9, pp. 9346-9356, Sept. 2023. [doi]
Weijia Cao, Hang Cai, Zhongyun Hua*, "n-Dimensional Chaotic Map with Application in Secure Communication", Chaos Solitons & Fractals,, Vol. 163, artcle no. 112519, 2022. [doi] [pdf]
Zhongyun Hua*, Yinxing Zhang, Han Bao*, Hejiao Huang, and Yicong Zhou, "n-Dimensional Polynomial Chaotic System With Applications", IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 69, no. 2, pp. 784-797, 2022. [doi][pdf]
Zhongyun Hua, Yongyong Chen, Han Bao, Yicong Zhou, "Two-Dimensional Parametric Polynomial Chaotic System", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 7, pp. 4402-4414, 2022. [doi]
Zhongyun Hua, Yicong Zhou, "Exponential Chaotic Model for Generating Robust Chaos", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 54, no. 6, pp. 3713-3724, 2021. [ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX]
Jianming Cai, Han Bao, Quan Xu, Zhongyun Hua, Bocheng Bao, "Smooth nonlinear fitting scheme for analog multiplierless implementation of Hindmarsh–Rose neuron model", Nonlinear Dynamics, vol. 104, pp. 4379-4389, 2021. [doi]
Han Bao, Zhongyun Hua, Ning Wang, Lei Zhu, Mo Chen, Bo-Cheng Bao, "Initials-Boosted Coexisting Chaos in a 2-D Sine Map and Its Hardware Implementation", IEEE Transactions on Industrial Informatics, vol. 17, no. 2, pp. 1132-1140, 2021. [ESI 1% Highly Cited Paper] [doi] [BibTeX]
Zhongyun Hua*, Yinxing Zhang, Yicong Zhou, "Two-Dimensional Modular Chaotification System for Improving Chaos Complexity", IEEE Transactions on Signal Processing, vol. 68, pp. 1937-1949, 2020. [ESI 1% Highly Cited Paper] (2021.11-2022.1) [doi] [BibTeX]
Zhongyun Hua*, Binghang Zhou, Yinxing Zhang, Yicong Zhou, "Modular Chaotification Model with FPGA Implementation", Science China Technological Sciences, vol.64, pp. 1472-1484, 2021. [doi] [BibTeX]
Zhongyun Hua*, Yicong Zhou, Bocheng Bao, "Two-Dimensional Sine Chaotification System with Hardware Implementation", IEEE Transactions on Industrial Informatics, vol. 16, no. 2, pp. 887-897, 2020. [ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX]
Zhongyun Hua*, Binghang Zhou, Yicong Zhou, "Sine Chaotification Model for Enhancing Chaos and Its Hardware Implementation", IEEE Transactions on Industrial Electronics, vol. 66, no. 2, pp. 1273 - 1284, 2019. [ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX]
Zhongyun Hua*, Yicong Zhou, Hejiao Huang, "Cosine-transform-based chaotic system for image encryption", Information Sciences, vol. 480, pp. 403 - 419, 2019. [Most Cited in INS] [Most downloaded in INS] [ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX] [Code]
Zhongyun Hua, Binghang Zhou, Yicong Zhou, "Sine-Transform-Based Chaotic System with FPGA Implementation", IEEE Transactions on Industrial Electronics, vol. 65, no. 3, pp. 2557 - 2566, 2018. [ESI 1% Highly Cited Paper] (2019.11 - 2020.1) [doi] [pdf] [BibTeX]
Zhongyun Hua, Yicong Zhou, "One-Dimensional Nonlinear Model for Producing Chaos", IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 65, no. 1, pp. 235 - 246, 2018. [doi] [pdf] [BibTeX]
Zhongyun Hua, Shuang Yi, Yicong Zhou, Chengqing Li, Yue Wu, "Designing hyperchaotic Cat maps with any desired number of positive Lyapunov exponents", IEEE Transactions on Cybernetics, vol. 48, no. 2, pp. 463 - 473, 2018. [ESI 1% Highly Cited Paper] (2018.11 - 2019.1) [doi] [pdf] [BibTeX]
Yue Wu, Zhongyun Hua, Yicong Zhou, "n-dimensional Discrete Cat Map Generation using Laplace Expansions," IEEE Transactions on Cybernetics, vol. 46, no. 11, pp. 2622 - 2633, 2016. [doi] [pdf] [BibTeX]
Zhongyun Hua, Yicong Zhou, "Dynamic parameter-control chaotic system," IEEE Transactions on Cybernetics, vol. 46, no. 12, pp. 3330 - 3341, 2016. [doi] [pdf] [BibTeX]
Yicong Zhou (Supervisor), Zhongyun Hua, Chi-Man Pun, C. L. Philip Chen, "Cascade chaotic system with applications," IEEE Transactions on Cybernetics, vol. 45, no. 9, pp. 2001-2012, 2015. [doi] [pdf] [BibTeX] [Code]
Zhongyun Hua, Yicong Zhou, "Image encryption using 2D Logistic-adjusted-Sine map," Information Sciences, vol. 339, pp. 237–253, 2016. [ [Most Cited in INS] [ ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX] [Code]
Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen, "2D Sine Logistic modulation map for image encryption," Information Sciences, vol. 297, pp. 80–94, 2015. [ [Most Cited in INS] [ ESI 1% Highly Cited Paper] [doi] [pdf] [BibTeX] [Code]
Han Bao, Zhongyun Hua*, Houzhen Li, Mo Chen, Bocheng Bao, "Discrete Memristor Hyperchaotic Maps", IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 68, no. 11, pp. 4534-4544, Nov. 2021. [doi]
Han Bao, Houzhen Li, Zhongyun Hua*, Quan Xu, Bo-Cheng Bao*, "Sine-Transform-Based Memristive Hyperchaotic Model with Hardware Implementation", IEEE Transactions on Industrial Informatics, vol. 19, no. 3, pp. 2792-2801, March 2023. [doi]
Kexin Li, Han Bao, Houzhen Li, Jun Ma, Zhongyun Hua*, Bo-Cheng Bao, "Memristive Rulkov Neuron Model with Magnetic Induction Effects", IEEE Transactions on Industrial Informatics, vol. 18, no. 3, pp. 1726-1736, March 2022. [doi]
Han Bao, Zhongyun Hua*, Houzhen Li, Mo Chen, Bo-Cheng Bao*, "Memristor-Based Hyperchaotic Maps and Application in Auxiliary Classifier Generative Adversarial Nets", IEEE Transactions on Industrial Informatics, vol. 18, no. 8, pp. 5297-5306, 2022. [doi]
Houzhen Li, Zhongyun Hua*, Han Bao, Lei Zhu, Mo Chen, Bocheng Bao, "Two-Dimensional Memristive Hyperchaotic Maps and Application in Secure Communication", IEEE Transactions on Industrial Electronics, vol. 68, no. 10, pp. 9931-9940, 2021. [ ESI 1% Highly Cited Paper] [doi] [BibTeX]
Bocheng Bao, Kang Rong, Houzhen Li , IEEE, Kexin Li, Zhongyun Hua, and Xi Zhang, "Memristor-Coupled Logistic Hyperchaotic Map", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 68, no. 8, pp. 2992-2996, 2021. [doi]
Kang Rong, Han Bao, Houzhen Li, Zhongyun Hua, Bocheng Bao*, "Memristive Hénon map with hidden Neimark–Sacker bifurcations", Nonlinear Dynamics, vol. 108, pp. 4459-4470, 2022. [doi]
Conference Papers
Zeming Hou, Zhongyun Hua,Kuiyuan Zhang, Yushu Zhang, "CDNet: Cluster Decision for Deepfake Detection Generalization" in 2023 IEEE International Conference on Image Processing (ICIP), 2023. [pdf][BibTeX]
Jinhao Cui, Heyan Chai, Yanbin Gong, Ye Ding, Zhongyun Hua,Cuiyun Gao, Qing Liao, "MocGCL: Molecular Graph Contrastive Learning via Negative Selection" in 2023 International Joint Conference on Neural Networks (IJCNN). [pdf] [BibTeX]
Zhibin Zheng, Zhongyun Hua, Leo Yu Zhang, "Detecting and Mitigating Backdoor Attacks with Dynamic and Invisible Triggers" in The 29th International Conference on Neural Information Processing (ICONIP 2022), IIT Indore, India, November 22-26, 2022. [pdf] [BibTeX]
Lei Chen, Yongyong Chen, Zhongyun Hua, "Deep Contrastive Multi-view Subspace Clustering" in The 29th International Conference on Neural Information Processing (ICONIP 2022), IIT Indore, India, November 22-26, 2022. [pdf] [BibTeX]
Jiaxiang You, Yuanman Li, Jiantao Zhou, Zhongyun Hua, Weiwei Sun, Xia Li, "A Transformer based Approach for Image Manipulation Chain Detection" in The 29th ACM International Conference on Multimedia (ACMMM), Chengdu, China, October, 20-24 2021. [pdf] [BibTeX]
Shuang Yi, Juan Zhou, Zhongyun Hua, Yong Xiang, "Reversible data hiding method in encrypted images using secret sharing and Huffman coding," in 2021 11th International Conference on Information Science and Technology (ICIST), Sichuan, China, 2021.05.21-2021.05.23. [pdf] [BibTeX]
Bo Fang, Zhongyun Hua, Hejiao Huang, "Locality-Sensitive Hashing Scheme Based on Heap Sort of Hash Bucket," in 2019 14th International Conference on Computer Science & Education (ICCSE), 5-10, Toronto, Canada, 2019.08.19-2019.08-21. [pdf] [BibTeX]
Hang Cai, Zhongyun Hua, Hejiao Huang, "A Novel Differential-Chaos-Shift-Keying Secure Communication Scheme" in 2018 IEEE International Conference on Systems, Man and Cybernetics (SMC 2018), 2018, pp. 1794-1798, Miyazaki, Japan, 2018.10.7-2018.10.10. [pdf] [BibTeX]
Binxuan Xu, Zhongyun Hua, Hejiao Huang, "A novel image encryption scheme using Josephus permutation and image filtering" in 9th International Symposium on Cyberspace Safety and Security (CSS 2017), 2017, pp. 307-319. [pdf] [BibTeX]
Zhongyun Hua, Binghang Zhou, Yicong Zhou, " Image content-based encryption algorithm using high-dimensional chaotic system," in 2015 International Symposium on Nonlinear Theory and its Applications (NOLTA2015), 2015, pp. 554-557. [pdf] [BibTeX]
Zhongyun Hua, Yiran Wang, Yicong Zhou, “Image cipher using a new interactive two-dimensional chaotic map,” in 2015 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2015, pp. 1804-1808. （EI） [pdf] [BibTeX]
Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen, “Image encryption using 2D Logistic-Sine chaotic map,” in 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2014, pp. 3229-3234. （EI） [pdf] [BibTeX]
Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen, “A new 1D parameter-control chaotic framework,” in Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications 2014. Proc. SPIE 9030, 2014, pp. 90300M-1–90300M-10.（EI） [pdf] [BibTeX]
Zhongyun Hua, Yicong Zhou, C. L. Philip Chen, “A new series-wound framework for generating 1D chaotic maps,” in 2013 IEEE Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), 118–123 (2013). （EI） [pdf] [BibTeX]
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