By Professor Jiankun Hu

Journal articles

Zhang J; Jia X; Hu J; Tan K, 2022, 'Moving Vehicle Detection for Remote Sensing Video Surveillance with Nonstationary Satellite Platform', IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, pp. 5185 - 5198, http://dx.doi.org/10.1109/TPAMI.2021.3066696

Tran HY; Hu J; Pota HR, 2022, 'Smart Meter Data Obfuscation With a Hybrid Privacy-Preserving Data Publishing Scheme Without a Trusted Third Party', IEEE Internet of Things Journal, 9, pp. 16080 - 16095, http://dx.doi.org/10.1109/JIOT.2022.3153043

Liu Q; Wang G; Hu J; Wu J, 2022, 'Preface of special issue on Artificial Intelligence: The security & privacy opportunities and challenges for emerging applications', Future Generation Computer Systems, 133, pp. 169 - 170, http://dx.doi.org/10.1016/j.future.2022.03.021

Yin X; Zhu Y; Hu J, 2022, 'A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions', ACM Computing Surveys, 54, http://dx.doi.org/10.1145/3460427

Yin X; Wang S; Shahzad M; Hu J, 2022, 'An IoT-Oriented Privacy-Preserving Fingerprint Authentication System', IEEE Internet of Things Journal, 9, pp. 11760 - 11771, http://dx.doi.org/10.1109/JIOT.2021.3131956

Wang M; Yin X; Zhu Y; Hu J, 2022, 'Representation Learning and Pattern Recognition in Cognitive Biometrics: A Survey', Sensors, 22, pp. 5111, http://dx.doi.org/10.3390/s22145111

Wu HT; Zheng Y; Zhao B; Hu J, 2022, 'An Anonymous Reputation Management System for Mobile Crowdsensing Based on Dual Blockchain', IEEE Internet of Things Journal, 9, pp. 6956 - 6968, http://dx.doi.org/10.1109/JIOT.2021.3113997

Wang M; Wang S; Hu J, 2022, 'Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems', ArXiv, http://dx.doi.org/10.48550/arXiv.2203.16730

Tran NN; Pota HR; Tran QN; Yin X; Hu J, 2022, 'Designing false data injection attacks penetrating AC-based bad data detection system and FDI dataset generation', Concurrency and Computation: Practice and Experience, 34, http://dx.doi.org/10.1002/cpe.5956

Yin X; Zhu Y; Hu J, 2022, 'A Subgrid-Oriented Privacy-Preserving Microservice Framework Based on Deep Neural Network for False Data Injection Attack Detection in Smart Grids', IEEE Transactions on Industrial Informatics, 18, pp. 1957 - 1967, http://dx.doi.org/10.1109/TII.2021.3102332

Tran QN; Turnbull BP; Wang M; Hu J, 2022, 'A Privacy-Preserving Biometric Authentication System with Binary Classification in a Zero Knowledge Proof Protocol', IEEE Open Journal of the Computer Society, 3, pp. 1 - 10, http://dx.doi.org/10.1109/OJCS.2021.3138332

Yang W; Wang S; Yin X; Wang X; Hu J, 2022, 'A Review on Security Issues and Solutions of the Internet of Drones', IEEE Open Journal of the Computer Society, 3, pp. 96 - 110, http://dx.doi.org/10.1109/OJCS.2022.3183003

Yin X; Zhu Y; Xie Y; Hu J, 2022, 'PowerFDNet: Deep Learning-Based Stealthy False Data Injection Attack Detection for AC-Model Transmission Systems', IEEE Open Journal of the Computer Society, 3, pp. 149 - 161, http://dx.doi.org/10.1109/OJCS.2022.3199755

Su Y; Sun J; Qin J; Hu J, 2022, 'Publicly Verifiable Shared Dynamic Electronic Health Record Databases With Functional Commitment Supporting Privacy-Preserving Integrity Auditing', IEEE Transactions on Cloud Computing, 10, pp. 2050 - 2065, http://dx.doi.org/10.1109/TCC.2020.3002553

Zhang J; Jia X; Hu J, 2022, 'SP-RAN: Self-Paced Residual Aggregated Network for Solar Panel Mapping in Weakly Labeled Aerial Images', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3123268

Ma H; Xie Y; Tang S; Hu J; Liu X, 2022, 'Threat-Event Detection for Distributed Networks Based on Spatiotemporal Markov Random Field', IEEE Transactions on Dependable and Secure Computing, 19, pp. 1735 - 1752, http://dx.doi.org/10.1109/TDSC.2020.3036664

Farooq A; Jia X; Hu J; Zhou J, 2022, 'Transferable Convolutional Neural Network for Weed Mapping With Multisensor Imagery', IEEE Transactions on Geoscience and Remote Sensing, 60, http://dx.doi.org/10.1109/TGRS.2021.3102243

Zhang J; Jia X; Hu J, 2022, 'Uncertainty-Aware Forward Correction for Weakly Supervised Solar Panel Mapping from High-Resolution Aerial Images', IEEE Geoscience and Remote Sensing Letters, 19, http://dx.doi.org/10.1109/LGRS.2021.3132935

Al Hammadi AY; Yeun CY; Damiani E; Yoo PD; Hu J; Yeun HK; Yim MS, 2021, 'Explainable artificial intelligence to evaluate industrial internal security using EEG signals in IoT framework', Ad Hoc Networks, 123, http://dx.doi.org/10.1016/j.adhoc.2021.102641

Liu M; Wu Q; Hei Y; Li D; Hu J, 2021, 'Fair and smart spectrum allocation scheme for IIoT based on blockchain', Ad Hoc Networks, 123, http://dx.doi.org/10.1016/j.adhoc.2021.102686

Wu Q; Wang Q; Zhang M; Zheng R; Zhu J; Hu J, 2021, 'Learned Bloom-filter for the efficient name lookup in Information-Centric Networking', Journal of Network and Computer Applications, 186, http://dx.doi.org/10.1016/j.jnca.2021.103077

Sun J; Su Y; Qin J; Hu J; Ma J, 2021, 'Outsourced Decentralized Multi-Authority Attribute Based Signature and Its Application in IoT', IEEE Transactions on Cloud Computing, 9, pp. 1195 - 1209, http://dx.doi.org/10.1109/TCC.2019.2902380

Tran NN; Pota HR; Tran QN; Hu J, 2021, 'Designing Constraint-Based False Data-Injection Attacks against the Unbalanced Distribution Smart Grids', IEEE Internet of Things Journal, 8, pp. 9422 - 9435, http://dx.doi.org/10.1109/JIOT.2021.3056649

Yin X; Zhu Y; Hu J, 2021, '3D Fingerprint Recognition based on Ridge-Valley-Guided 3D Reconstruction and 3D Topology Polymer Feature Extraction', IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, pp. 1085 - 1091, http://dx.doi.org/10.1109/tpami.2019.2949299

Tran QN; Hu J, 2021, 'A Multi-Filter Fingerprint Matching Framework for Cancelable Template Design', IEEE Transactions on Information Forensics and Security, 16, pp. 2926 - 2940, http://dx.doi.org/10.1109/TIFS.2021.3069170

Yin X; Zhu Y; Hu J, 2021, 'A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions', IEEE Open Journal of the Computer Society, 2, pp. 370 - 381, http://dx.doi.org/10.1109/OJCS.2021.3119572

Tran QN; Turnbull BP; Wu HT; De Silva AJS; Kormusheva K; Hu J, 2021, 'A Survey on Privacy-Preserving Blockchain Systems (PPBS) and a Novel PPBS-Based Framework for Smart Agriculture', IEEE Open Journal of the Computer Society, 2, pp. 72 - 84, http://dx.doi.org/10.1109/OJCS.2021.3053032

Tran QN; Turnbull BP; Hu J, 2021, 'Biometrics and Privacy-Preservation: How Do They Evolve', IEEE Open Journal of the Computer Society, 2, pp. 179 - 191, http://dx.doi.org/10.1109/OJCS.2021.3068385

Wu HT; Zheng K; Huang Q; Hu J, 2021, 'Contrast Enhancement of Multiple Tissues in MR Brain Images with Reversibility', IEEE Signal Processing Letters, 28, pp. 160 - 164, http://dx.doi.org/10.1109/LSP.2020.3048840

Shen W; Qin J; Yu J; Hao R; Hu J; Ma J, 2021, 'Data Integrity Auditing without Private Key Storage for Secure Cloud Storage', IEEE Transactions on Cloud Computing, 9, pp. 1408 - 1421, http://dx.doi.org/10.1109/TCC.2019.2921553

Shen M; Yu H; Zhu L; Xu K; Li Q; Hu J, 2021, 'Effective and Robust Physical-World Attacks on Deep Learning Face Recognition Systems', IEEE Transactions on Information Forensics and Security, 16, pp. 4063 - 4077, http://dx.doi.org/10.1109/TIFS.2021.3102492

Shen M; Liu Y; Zhu L; Du X; Hu J, 2021, 'Fine-Grained Webpage Fingerprinting Using only Packet Length Information of Encrypted Traffic', IEEE Transactions on Information Forensics and Security, 16, pp. 2046 - 2059, http://dx.doi.org/10.1109/TIFS.2020.3046876

Fei X; Xie Y; Tang S; Hu J, 2021, 'Identifying click-requests for the network-side through traffic behavior', Journal of Network and Computer Applications, 173, http://dx.doi.org/10.1016/j.jnca.2020.102872

Han S; Wu Q; Zhang H; Qin B; Hu J; Shi X; Liu L; Yin X, 2021, 'Log-Based Anomaly Detection with Robust Feature Extraction and Online Learning', IEEE Transactions on Information Forensics and Security, 16, pp. 2300 - 2311, http://dx.doi.org/10.1109/TIFS.2021.3053371

Wang M; Hu J; Abbass HA, 2020, 'BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs', Pattern Recognition, 105, http://dx.doi.org/10.1016/j.patcog.2020.107381

Zhang J; Jia X; Hu J; Chanussot J, 2020, 'Online structured sparsity-based moving-object detection from satellite videos', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 6420 - 6433, http://dx.doi.org/10.1109/TGRS.2020.2976855

Shen M; Cheng G; Zhu L; Du X; Hu J, 2020, 'Content-based multi-source encrypted image retrieval in clouds with privacy preservation', Future Generation Computer Systems, 109, pp. 621 - 632, http://dx.doi.org/10.1016/j.future.2018.04.089

Liu Q; Bhuiyan MZA; Hu J; Wu J, 2020, 'Preface: Security & privacy in social big data', Journal of Parallel and Distributed Computing, 141, pp. 59 - 60, http://dx.doi.org/10.1016/j.jpdc.2020.03.011

Wang Q; Qin B; Hu J; Xiao F, 2020, 'Preserving transaction privacy in bitcoin', Future Generation Computer Systems, 107, pp. 793 - 804, http://dx.doi.org/10.1016/j.future.2017.08.026

Zhang J; Jia X; Hu J, 2020, 'Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos', IEEE Transactions on Geoscience and Remote Sensing, 58, pp. 2659 - 2669, http://dx.doi.org/10.1109/TGRS.2019.2953181

Yin X; Zhu Y; Hu J, 2020, 'Contactless Fingerprint Recognition Based on Global Minutia Topology and Loose Genetic Algorithm', IEEE Transactions on Information Forensics and Security, 15, pp. 28 - 41, http://dx.doi.org/10.1109/TIFS.2019.2918083

Li S; Choo KKR; Tan Z; He X; Hu J; Qin T, 2020, 'IEEE Access Special Section Editorial: Security and Trusted Computing for Industrial Internet of Things: Research Challenges and Opportunities', IEEE Access, 8, pp. 145033 - 145036, http://dx.doi.org/10.1109/ACCESS.2020.3014416

Wang M; El-Fiqi H; Hu J; Abbass HA, 2019, 'Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States', IEEE Transactions on Information Forensics and Security, 14, pp. 3359 - 3372, http://dx.doi.org/10.1109/TIFS.2019.2916403

Tran HY; Hu J, 2019, 'Privacy-preserving big data analytics a comprehensive survey', Journal of Parallel and Distributed Computing, 134, pp. 207 - 218, http://dx.doi.org/10.1016/j.jpdc.2019.08.007

Tan X; Xie Y; Ma H; Yu S; Hu J, 2019, 'Corrigendum to “Recognizing the content types of network traffic based on a hybrid DNN-HMM model” (Journal of Network and Computer Applications (2019) 142 (51–62), (S1084804519301948), (10.1016/j.jnca.2019.06.004))', Journal of Network and Computer Applications, 145, http://dx.doi.org/10.1016/j.jnca.2019.102411

Zhang J; Jia X; Hu J, 2019, 'Local Region Proposing for Frame-Based Vehicle Detection in Satellite Videos', Remote Sensing, 11, pp. 2372 - 2372, http://dx.doi.org/10.3390/rs11202372

Tan X; Xie Y; Ma H; Yu S; Hu J, 2019, 'Recognizing the content types of network traffic based on a hybrid DNN-HMM model', Journal of Network and Computer Applications, 142, pp. 51 - 62, http://dx.doi.org/10.1016/j.jnca.2019.06.004

Yang W; Wang S; Hu J; Ibrahim A; Zheng G; Macedo MJ; Johnstone MN; Valli C, 2019, 'A cancelable iris-and steganography-based user authentication system for the internet of things', Sensors (Switzerland), 19, http://dx.doi.org/10.3390/s19132985

Haider W; Hu J; Xie Y; Yu X; Wu Q, 2019, 'Detecting anomalous behavior in cloud servers by nested-arc hidden SEMI-markov model with state summarization', IEEE Transactions on Big Data, 5, pp. 305 - 316, http://dx.doi.org/10.1109/TBDATA.2017.2736555

Yang W; Wang S; Hu J; Zheng G; Yang J; Valli C, 2019, 'Securing Deep Learning Based Edge Finger Vein Biometrics with Binary Decision Diagram', IEEE Transactions on Industrial Informatics, 15, pp. 4244 - 4253, http://dx.doi.org/10.1109/TII.2019.2900665

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