By Professor Jiankun Hu

Journal articles

Tran HY; Hu J; Yin X; Pota HR, 2023, 'An Efficient Privacy-Enhancing Cross-Silo Federated Learning and Applications for False Data Injection Attack Detection in Smart Grids', IEEE Transactions on Information Forensics and Security, 18, pp. 2538 - 2552, http://dx.doi.org/10.1109/TIFS.2023.3267892

Zhu Y; Wang M; Yin X; Zhang J; Meijering E; Hu J, 2023, 'Deep Learning in Diverse Intelligent Sensor Based Systems', Sensors, 23, pp. 62, http://dx.doi.org/10.3390/s23010062

Zhang P; He F; Zhang H; Hu J; Huang X; Wang J; Yin X; Zhu H; Li Y, 2023, 'Real-Time Malicious Traffic Detection with Online Isolation Forest over SD-WAN', IEEE Transactions on Information Forensics and Security, 18, pp. 2076 - 2090, http://dx.doi.org/10.1109/TIFS.2023.3262121

Wang M; Wang S; Hu J, 2022, 'PolyCosGraph: A Privacy-Preserving Cancelable EEG Biometric System', IEEE Transactions on Dependable and Secure Computing, 20, pp. 4258 - 4272, http://dx.doi.org/10.1109/tdsc.2022.3218782

Khan M; den Hartog F; Hu J, 2022, 'A Survey and Ontology of Blockchain Consensus Algorithms for Resource-Constrained IoT Systems', Sensors, 22, pp. 8188, http://dx.doi.org/10.3390/s22218188

Liu Y; Liu F; Wu HT; Yang J; Zheng K; Xu L; Yan X; Hu J, 2022, 'RPTD: Reliability-enhanced Privacy-preserving Truth Discovery for Mobile Crowdsensing', Journal of Network and Computer Applications, 207, http://dx.doi.org/10.1016/j.jnca.2022.103484

Chen J; Wu HT; Lu L; Luo X; Hu J, 2022, 'Single underwater image haze removal with a learning-based approach to blurriness estimation', Journal of Visual Communication and Image Representation, 89, http://dx.doi.org/10.1016/j.jvcir.2022.103656

Wang M; Wang S; Hu J, 2022, 'Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems', IEEE Transactions on Information Forensics and Security, http://dx.doi.org/10.1109/TIFS.2022.3204222

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

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 S; Yin X; Li P; Wang X; Wang G; Hu J, 2021, 'A Cognitive Control Approach for Networked Control Systems with Random Packet Losses', Advanced Theory and Simulations, 4, http://dx.doi.org/10.1002/adts.202100163

Huang Z; Liu D; Chen X; He D; Yu P; Liu B; Wu B; Hu J; Song B, 2020, 'Deep Convolutional Neural Network Based on Computed Tomography Images for the Preoperative Diagnosis of Occult Peritoneal Metastasis in Advanced Gastric Cancer', Frontiers in Oncology, 10, pp. 601869, http://dx.doi.org/10.3389/fonc.2020.601869

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

Ma K; Hu J; Han H; Zhao L; Li R; Su X, 2020, 'Characters of chloramine decay in large looped water distribution system – the case of Tianjin, China', Water Supply, 20, pp. 1474 - 1483, http://dx.doi.org/10.2166/ws.2020.063

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

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