2022 Publications (Jie Wu)

 


Journal Publications

H. Zhou, T. Wu, X. Chen, S. He, and J. Wu, " RAIM: A Reverse Auction-Based Incentive Mechanism for Mobile Data Offloading Through Opportunistic Mobile Networks," IEEE Transactions on Network Science and Engineering, Vol. 9, No. 6, 2022, 3909-3921.
J. Shang, Jiacheng and J. Wu, " Secure Voice Input on Augmented Reality Headsets," IEEE Transactions on Mobile Computing, Vol. 21, No. 4, 2022, 1420-1433.
Q. Pan, J. Wu, A.K. Bashir, J. Li, and J. Wu, "Side-Channel Fuzzy Analysis-Based AI Model Extraction Attack With Information-Theoretic Perspective in Intelligent IoT," IEEE Transactions on Fuzzy Systems, Vol. 30, No. 11, 2022, 4642-4656.
N. Niknami and J. Wu, "Entropy-KL-ML:Enhancing the Entropy-KL-based Anomaly Detection on Software-Defined Networks," IEEE Transactions on Network Science and Engineering (TNSE), Vol. 9, No. 6, 2022, 4458-4467.
J. Cheng, L. Ping, N. Xiong, and J. Wu, "AAFL: Asynchronous-Adaptive Federated Learning in Edge-Based Wireless Communication Systems for Countering Communicable Infectious Diseases," IEEE Journal on Selected Areas in Communications, Special Issue on SI-Edge Infectious Diseases (JSAC), Vol. 40, No. 11, 2022, 3172-3190.
E. Wang, J. Cai, Y. Yang, W. Liu, H. Wang, B. Yang and J. Wu, "Trustworthy and Efficient Crowdsensed Data Trading on Sharding Blockchain," IEEE Journal on Selected Areas in Communications, Special Issue on SI-Intelligent Blockchain (JSAC), Vol. 40, No. 12, 2022, 3547-3561.
Y. Xu, M. Xiao, A. Liu, and J. Wu, "Edge Resource Prediction and Auction for Distributed Spatial Crowdsourcing with Differential Privacy," IEEE Internet of Things Journal, Vol. 9, No. 17, 2022, 15554-15569.
Y. Lin, Y. Yang, X. Du and J. Wu, "Distributed and Secure Uplink Power Control in Dynamic Spectrum Access," IEEE Transactions on Wireless Communications (TWC), Vol. 21, No. 12, 2022, 10242-10256.
G. Gao, H. Huang, M. Xiao, J. Wu, Y, Sun, and Y. Du, "Budgeted Unknown Worker Recruitment for Heterogeneous Crowdsensing Using CMAB," IEEE Transactions on Mobile Computing (TMC), Vol. 21, No. 11, 2022, 3895-3911.
Z. Li, K. Hwang, K. Li, J. Wu, and T. Ji, "Graph-generative Neural Network for EEG-based Epileptic Seizure Detection via Discovery of Dynamic Brain Functional Connectivity," Scientific Reports - Nature.com, Vol. 12, No. 1, 2022, 1-15.
M. Xiao, B. An, J. Wang, G. Gao, S. Zhang, and J. Wu, "CMAB-based Reverse Auction for Unknown Worker Recruitment in Mobile Crowdsensing," IEEE Transactions on Mobile Computing, Vol. 21, No. 10, 2022, 3502-3518.
S. Jiang and J. Wu, "A Blockchain-Powered Data Market for Multi-User Cooperative Search," IEEE Transactions on Network and Service Management, Vol. 19, No. 1, 2022, 203-215.
S. Jiang, X. Li, and J. Wu, "Multi-Leader Multi-follower Stackelberg Game in Mobile Blockchain Mining," IEEE Transactions on Mobile Computing, Vol. 21, No. 6, 2022, 2058-2071.
J. Guo, J. Wu, A. Liu, and N. Xiong, "LightFed: An Efficient and Secure Federated Edge Learning System on Model Splitting," IEEE Transactions on Parallel and Distributed Systems, Vol. 33, No. 11, 2022, 2701-2713.
K. Sakai, M. Sun, W. Ku, and J. Wu, "Towards Wireless Power Transfer in Mobile Social Networks," IEEE Transactions on Network Science and Engineering (TNSE), Vol. 9, No. 3, 2022, 1091-1103.
J. Shang and J. Wu, "Voice Liveness Detection for Voice Assistants through Ear Canal Pressure Monitoring," IEEE Transactions on Network Science and Engineering (TNSE), Vol. 9, No. 3, 2022, 1225-1234.
J. Wu and S. Jiang, "On Increasing Scalability and Liquidation of Lightning Networks for Blockchains," IEEE Transactions on Network Science and Engineering (TNSE), Vol. 9, No. 4, 2022, 2589-2600.
S. Zhang, C. Wang, Y. Jin, J. Wu, Z. Qian, M. Xiao, and S. Lu, "Adaptive Configuration Selection and Bandwidth Allocation for Edge-based Video Analytics," IEEE/ACM Transactions on Networking, Vol. 30, No. 1, 2022, 285-298.
Q. Liu, Y. Peng, S. Pei, J. Wu, T. Peng, and G. Wang, "Prime Inner Product Encoding for Effective Wildcard-based Multi-Keyword Fuzzy Search," IEEE Transactions on Service Computing, Vol. 15, No. 4, 2022, 1799-1812.
Z. Ma, S. Zhang, Z. Chen, T. Han, Z. Qian, M. Xiao, N. Chen, J. Wu, and S. Lu, "Towards Revenue-driven Multi-User Online Task Offloading in Edge Computing," IEEE Transactions on Parallel and Distributed Systems, Vol. 33, No. 5, 2022, 1185-1198.
Y. Duan and J. Wu, "Spatial-Temporal Inventory Rebalancing for Bike Sharing Systems with Worker Recruitment," IEEE Transactions on Mobile Computing, Vol. 21, No. 3, 2022, 1081-1095.
J. Shang, S. Chen, J. Wu, and S. Yin, "ARSpy: Breaking Location-Based Multi-Player Augmented Reality Application for User Location Tracking," IEEE Transactions on Mobile Computing, Vol. 21, No. 2, 2022, 433-447.
R. Biswas and J. Wu, "Optimal Filter Assignment Policy Against Distributed Denial-of-Service Attack," IEEE Transactions on Dependable and Secure Computing, Vol. 19, No. 1, 2022, 339-352.
X. W. Qin, R. X. Hao, and J. Wu, " Construction of Dual-CISTs on an Infinite Class of Networks," IEEE Transactions on Parallel and Distributed Systems, Vol. 33, No. 8, 2022, 1902-1910.
Q. Liu, Y. Tian, J. Wu, T. Peng, and G. Wang, " Enabling Verifiable and Dynamic Ranked Search over Outsourced Data," IEEE Transactions on Services Computing, Vol. 15, No. 1, 2022, 69-82.
M. Wu, N. Xiong, L. Tan, J. Wei, and J. Wu,, " ATU: An Aggregate-Then-Update Diffusion Intelligent Estimation Scheme for Adaptive Networked Systems," IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 52, No. 6, 2022, 3822-3833.

M. Shao, W. Jiang, J. Wu, Y. Shi, T. Yum, and J. Zhang, "Improving Friend Recommendation for Online Learning with Fine-grained Evolving Interest," Journal of Computer Science and Technology (JCST), Vol. 37, No. 6, 2022, 1444-1463.
Y. Mao, J. Wu, X. He, P. Ping, J. Wang, and J. Wu, "Joint Dynamic Grouping and Gradient Coding for Time-critical Distributed Machine Learning in Heterogeneous Edge Networks," IEEE Internet of Things Journal (IoT), Vol. 9, No. 22, 2022, 22723-22736.
Y. Duan, N. Wang, and J. Wu, "Accelerating DAG-style Job Execution via Optimizing Resource Pipeline Scheduling," Journal of Computer Science and Technology (JCST), Vol. 37, No. 4, 2022, 852-868.
J. Wu, "A Note on a Combinatorics Partition Problem," Academic Letter, March 2022.
Q. Liu, L. Chen, H. Jiang, J. Wu, T. Wang, T. Peng, and G. Wang, "A collaborative deep learning microservice for backdoor defenses in Industrial IoT networks," Ad Hoc Networks, Vol. 124, 2022, 102727.
Q. Liu, G. Wang, J. Hu, and J. Wu, "Preface of special issue on Artificial Intelligence: The security & privacy opportunities and challenges for emerging applications," Future Generation Computer System, Vol. 133, 2022, 169–170.
I. Jawhar, S. Zhang, J. Wu, and N. Mohamad, "Message-Ferrying Delay-Tolerant Routing in Linear Wireless Sensor Networks," International Journal of Sensor Networks (IJSNET), Vol. 39, No. 1, 2022, 1-17.
X. Zhu, J. Wu, W. Chang, M. Z. Alam Bhuiyan, R. Choo, Q. Fang, L. Qi, and G. Wang, "On Authenticated Skyline Query Processing over Road Networks," Concurrency and Computation: Practice and Experience, Vol. 34, No. 14, 2022, e5747.
A. Sawwan and J. Wu, "Energy-Efficient Minimum Mobile Charger Coverage for Wireless Sensor Networks," Journal of Computer Science and Technology (JCST), Vol. 37, No. 4, 2022, 869-887.
S. Lu, J. Wu, J. Shi, P. Lu, J. Fang, and H. Liu, "A Dynamic Service Placement based on Deep Reinforcement Learning in Mobile Edge Computing," Journal of Network, No. 1, 2022, 106-122.
N. Niknami and J. Wu, "Competitive Influence Maximization Model with Monetary Incentive," International Journal of Parallel, Emergent and Distributed Systems (IJPEDS), Vol. 37, No. 6, 2022, 680-695.
A. Sawwan and J. Wu, "On Edge Pruning of Communication Networks Under an Age-of-Information Framework," Journal of Combinatorial Optimization, Graph, and Network Algorithms, Vol. 15, No. 7, 2022, 228.
J. Wu, "Challenges and Opportunities in Algorithmic Solutions for Re-Balancing in Bike Sharing Systems," Tsinghua Science and Technology, Vol. 25, No. 6, 2022, 721-733.
S. Jiang and J. Wu, "A reward response game in the blockchain-powered federated learning system," International Journal of Parallel, Emergent and Distributed Systems (IJPEDS), Vol. 37, No. 1, 2022, 68-90.
P. Luo, J. Cheng, Z. Liu, N. Xiong, and J. Wu, "FedVeca: Federated Vectorized Averaging on Non-IID Data with Adaptive Bi-directional Global Objective," ArXiv, preprint arXiv:2209.13803.

Book & Book Chapters

G. Wang, K. R. Choo, J. Wu, and E. Damiani, Ubiquitous Security, UbiSec, 2022.

Conference Proceedings

J. Wang, Y. Mao, X. He, T. Zhou, J. Wu, and J. Wu, "Accelerating Federated Learning with Two-phase Gradient Adjustment," Proc. of the IEEE International Conference on Parallel and Distributed Systems (ICPADS 2022), Dec 14-16, 2022.
L. Wang, X. Li, N. Wang, H. Li, X. Qin, and J. Wu, "Dependency-Aware Traffic Management for Configuring On-demand in Service Meshes," Proc. of the IEEE International Conference on Parallel and Distributed Systems (ICPADS 2022), Dec 14-16, 2022.
Y. Duan and J. Wu, "Optimizing Resource Allocation in Pipeline Parallelism for Distributed DNN Training," Proc. of the IEEE International Conference on Parallel and Distributed Systems (ICPADS 2022), Dec 14-16, 2022. [Slides]
N. Niknami and J. Wu, "Enhancing Load Balancing by Intrusion Detection System Chain on SDN Data Plane," Proc. of the IEEE Conference on Communications and Network Security (CNS 2022), Oct 3-5, 2022.[Slides]
Y. Mao, J. Wu, Y. Cheng, P. Ping, and J. Wu, "Local Performance Trade-Off in Heterogeneous Federated Learning with Dynamic Client Grouping," Proc. of the 19th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2022), Oct 20-22, 2022. [Slides]
S. Jiang and J. Wu, "Coalition Formation Game in the Cross-Silo Federated Learning System," Proc. of the 19th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2022), Oct 20-22, 2022.[Slides]
N. Niknami, A. Sawwan, and J. Wu, "A Defense-Attack Game under Multiple Preferences and Budget Constraints with Equilibrium," Proc. of the 31st IEEE International Conference on Computer Communications and Networks (ICCCN 2022), July 25-28, 2022.[Slides]
F. Lan, S. Biswas, B. Gui, J. Wu, and A. Wang, "Design and Implementation of a Strong Representation System for Network Policies," Proc. of the 31st IEEE International Conference on Computer Communications and Networks (ICCCN 2022), July 25-28, 2022. [Slides]
Q. Sima, G. Gao, H. Huang, Y. Sun, Y. Du, X. Wang, and J. Wu, "Multi-Armed Bandits Based Task Selection of A Mobile Crowdsensing Worker," Proc. of the 31st IEEE International Conference on Computer Communications and Networks (ICCCN 2022), July 25-28, 2022. [Slides]
Z. Chen, S. Zhang, Z. Ma, S. Zhang, Z. Qian, M. Xiao, J. Wu, and S. Lu, "An Online Approach for DNN Model Caching and Processor Allocation in Edge Computing," Proc. of the 40th IEEE/ACM International Symposium on Quality of Service (IWQoS 2022), Jun. 10-12, 2022.[Slides]
A. Sawwan and J. Wu, "Unreliable Multi-hop Networks Routing Protocol For Age of Information-Sensitive Communication," Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2022), May. 2-5, 2022.(Poster) [Slides]
H. Wang, E. Wang, Y. Yang, J. Wu, and F. Dressler, "Privacy-Preserving Online Task Assignment in Spatial Crowdsourcing: A Graph-based Approach," Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2022), May. 2-5, 2022. [Slides]
Q. Liu, J. Yang, H. Jiang, J. Wu, T. Peng, T. Wang, and G. Wang, "When Deep Learning Meets Steganography: Protecting Inference Privacy in the Dark," Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2022), May. 2-5, 2022.[Slides]
W. Liu, E. Wang, Y. Yang, and J. Wu, "Worker Selection Towards Data Completion for Online Sparse Crowdsensing," Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2022), May. 2-5, 2022.[Slides]

L. Wang, X. Li, N. Wang, H. Li, X. Qin, and J. Wu, "The phase-only null beamforming synthesis via manifold optimization," Proc. of the IEEE International Geoscience and Remote Sensing Symposium ( IGARSS 2022), Jul 17-22, 2022.
L. Pang, K. Kant, and J. Wu, "SIST: A Similarity Index for Storage Traffic," Proc. of the 16th IEEE International Conference on Networking, Architecture and Storage (NAS 2022), Oct 3-4, 2022. [Slides]
S. Lu, J. Wu, P. Lu, J. Shi, N. Wang and J. Fang, "Online Service Provisioning and Updating in QoS-aware Mobile Edge Computing," Proc. of the 18th International Conference on Mobility, Sensing and Networking (MSN 2022), Dec 14-16, 2022. [Slides]
M. Li, N. Wang, H. Zhou, Y. Duan and J. Wu, "Fused-Layer-based DNN Model Parallelism and Partial Computation Offloading," Proc. of the IEEE Global Communications Conference (GLOBECOM 2022), Dec 4-8, 2022. [Slides]
Y. Duan and J. Wu, "Reducing Average Job Completion Time for DAG-style Jobs by Adding Idle Slots," Proc. of the IEEE Global Communications Conference (GLOBECOM 2022), Dec 4-8, 2022. [Slides]
N.Niknami and J. Wu, "A Budged Framework to Model a Multi-round Competitive Influence Maximization Problem," Proc. of the IEEE International Conference on Communications (ICC 2022), May 16-20, 2022. [Slides][Video]
N. Niknami, E. Inkrott and J. Wu, "Towards Analysis of the Performance of IDSs in Software-Defined Networks," Proc. of the International Workshop on IoT in Emerging Fields (IoTEF 2022), Oct 20-22, 2022. [Slides]