James Xi Zheng
Orcid: 0000-0002-2572-2355Affiliations:
- Macquarie University, Department of Computing, Australia
- Deakin University, Australia (former)
- University of Texas at Austin, Center for Advanced Research in Software Engineering, USA (former)
According to our database1,
James Xi Zheng
authored at least 185 papers
between 2014 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Cost-Effective Dynamic Alliance Pricing Mechanism Based on Distributed Edge Intelligence.
IEEE Internet Things J., November, 2024
Inf., September, 2024
ID-SR: Privacy-Preserving Social Recommendation Based on Infinite Divisibility for Trustworthy AI.
ACM Trans. Knowl. Discov. Data, August, 2024
Exploring Semantic Redundancy using Backdoor Triggers: A Complementary Insight into the Challenges Facing DNN-based Software Vulnerability Detection.
ACM Trans. Softw. Eng. Methodol., May, 2024
IEEE Trans. Mob. Comput., May, 2024
IEEE Trans. Artif. Intell., May, 2024
Leveraging Digital Twin and DRL for Collaborative Context Offloading in C-V2X Autonomous Driving.
IEEE Trans. Veh. Technol., April, 2024
IEEE Trans. Computers, April, 2024
Privacy-Preserving Distributed Transfer Learning and Its Application in Intelligent Transportation.
IEEE Trans. Intell. Transp. Syst., March, 2024
BASS: A Blockchain-Based Asynchronous SignSGD Architecture for Efficient and Secure Federated Learning.
IEEE Trans. Dependable Secur. Comput., 2024
Enhancing Robustness of Speech Watermarking Using a Transformer-Based Framework Exploiting Acoustic Features.
IEEE ACM Trans. Audio Speech Lang. Process., 2024
FedAGA: A federated learning framework for enhanced inter-client relationship learning.
Knowl. Based Syst., 2024
Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach.
CoRR, 2024
Testing Learning-Enabled Cyber-Physical Systems with Large-Language Models: A Formal Approach.
Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024
Efficient Request Scheduling in Cross-Regional Edge Collaboration via Digital Twin Networks.
Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
2023
Trustworthy Sensor Fusion Against Inaudible Command Attacks in Advanced Driver-Assistance Systems.
IEEE Internet Things J., October, 2023
Delay-CJ: A novel cryptojacking covert attack method based on delayed strategy and its detection.
Digit. Commun. Networks, October, 2023
Comput. Secur., September, 2023
EIDLS: An Edge-Intelligence-Based Distributed Learning System Over Internet of Things.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023
IEEE Trans. Software Eng., April, 2023
ASQ-FastBM3D: An Adaptive Denoising Framework for Defending Adversarial Attacks in Machine Learning Enabled Systems.
IEEE Trans. Reliab., March, 2023
IEEE J. Biomed. Health Informatics, February, 2023
Friend-as-Learner: Socially-Driven Trustworthy and Efficient Wireless Federated Edge Learning.
IEEE Trans. Mob. Comput., 2023
SCA-LFD: Side-Channel Analysis-Based Load Forecasting Disturbance in the Energy Internet.
IEEE Trans. Ind. Electron., 2023
Cloud-Edge Orchestrated Power Dispatching for Smart Grid With Distributed Energy Resources.
IEEE Trans. Cloud Comput., 2023
IEEE ACM Trans. Audio Speech Lang. Process., 2023
ACM Comput. Surv., 2023
LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces.
CoRR, 2023
RLaGA: A Reinforcement Learning Augmented Genetic Algorithm For Searching Real and Diverse Marker-Based Landing Violations.
CoRR, 2023
Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance System.
CoRR, 2023
DSHGT: Dual-Supervisors Heterogeneous Graph Transformer - A pioneer study of using heterogeneous graph learning for detecting software vulnerabilities.
CoRR, 2023
CoRR, 2023
Demo Abstract: HybriSim - A Hybrid Simulation System for Distributed Machine Learning with Mobility.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023
Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023
Cost-Effective Dynamic Alliance Pricing Mechanism Based on Distributed Edge-Intelligence.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023
IGA : An Improved Genetic Algorithm to Construct Weightwise (Almost) Perfectly Balanced Boolean Functions with High Weightwise Nonlinearity.
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023
2022
IEEE Trans. Mol. Biol. Multi Scale Commun., December, 2022
IEEE Trans. Parallel Distributed Syst., 2022
IEEE Trans. Netw. Sci. Eng., 2022
Investigating the Prospect of Leveraging Blockchain and Machine Learning to Secure Vehicular Networks: A Survey.
IEEE Trans. Intell. Transp. Syst., 2022
Non-Contact Negative Mood State Detection Using Reliability-Focused Multi-Modal Fusion Model.
IEEE J. Biomed. Health Informatics, 2022
Collaborative Three-Tier Architecture Noncontact Respiratory Rate Monitoring Using Target Tracking and False Peaks Eliminating Algorithms.
IEEE Trans. Instrum. Meas., 2022
CPFL: An Effective Secure Cognitive Personalized Federated Learning Mechanism for Industry 4.0.
IEEE Trans. Ind. Informatics, 2022
Resource Offload Consolidation Based on Deep-Reinforcement Learning Approach in Cyber-Physical Systems.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
JOSP: Joint Optimization of Flow Path Scheduling and Virtual Network Function Placement for Delay-Sensitive Applications.
Mob. Networks Appl., 2022
DynaComm: Accelerating Distributed CNN Training Between Edges and Clouds Through Dynamic Communication Scheduling.
IEEE J. Sel. Areas Commun., 2022
SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles.
J. Parallel Distributed Comput., 2022
Inf. Sci., 2022
Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning.
IEEE Internet Things J., 2022
IEEE Internet Things J., 2022
Data Dissemination With Trajectory Privacy Protection for 6G-Oriented Vehicular Networks.
IEEE Internet Things J., 2022
Guided Activity Prediction for Minimally Invasive Surgery Safety Improvement in the Internet of Medical Things.
IEEE Internet Things J., 2022
Differential Privacy and IRS Empowered Intelligent Energy Harvesting for 6G Internet of Things.
IEEE Internet Things J., 2022
A survey of security and privacy issues in the Internet of Things from the layered context.
Trans. Emerg. Telecommun. Technol., 2022
FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning.
CoRR, 2022
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022
Scenario-based test reduction and prioritization for multi-module autonomous driving systems.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Proceedings of the MobiArch '22: Proceedings of the 17th ACM Workshop on Mobility in the Evolving Internet Architecture, 2022
PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Proceedings of the Broadband Communications, Networks, and Systems, 2022
2021
ACM Trans. Multim. Comput. Commun. Appl., 2021
Privacy-preserving Time-series Medical Images Analysis Using a Hybrid Deep Learning Framework.
ACM Trans. Internet Techn., 2021
Leveraging Energy Function Virtualization With Game Theory for Fault-Tolerant Smart Grid.
IEEE Trans. Ind. Informatics, 2021
Unsupervised-Learning-Based Continuous Depth and Motion Estimation With Monocular Endoscopy for Virtual Reality Minimally Invasive Surgery.
IEEE Trans. Ind. Informatics, 2021
IEEE Trans. Ind. Informatics, 2021
Efficient and Lightweight Data Streaming Authentication in Industrial Control and Automation Systems.
IEEE Trans. Ind. Informatics, 2021
EIHDP: Edge-Intelligent Hierarchical Dynamic Pricing Based on Cloud-Edge-Client Collaboration for IoT Systems.
IEEE Trans. Computers, 2021
An Energy-Efficient and Secure Data Inference Framework for Internet of Health Things: A Pilot Study.
Sensors, 2021
FNet: A Two-Stream Model for Detecting Adversarial Attacks against 5G-Based Deep Learning Services.
Secur. Commun. Networks, 2021
SolGuard: Preventing external call issues in smart contract-based multi-agent robotic systems.
Inf. Sci., 2021
IEEE Internet Things J., 2021
TT-SVD: An Efficient Sparse Decision-Making Model With Two-Way Trust Recommendation in the AI-Enabled IoT Systems.
IEEE Internet Things J., 2021
Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing.
IEEE Internet Things J., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning.
CoRR, 2021
SG-PBFT: a Secure and Highly Efficient Blockchain PBFT Consensus Algorithm for Internet of Vehicles.
CoRR, 2021
PDAAA: Progressive Defense Against Adversarial Attacks for Deep Learning-as-a-Service in Internet of Things.
Proceedings of the 20th IEEE International Conference on Trust, 2021
Proceedings of the 20th IEEE International Conference on Trust, 2021
Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles.
Proceedings of the 20th IEEE International Conference on Trust, 2021
Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021
Artifact: Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021
Message from the CPSCom 2021 Program Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021.
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021
BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models.
Proceedings of the 6th IEEE/ACM International Workshop on Metamorphic Testing, 2021
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021
2020
IEEE Wirel. Commun., 2020
Cluster-Enabled Cooperative Scheduling Based on Reinforcement Learning for High-Mobility Vehicular Networks.
IEEE Trans. Veh. Technol., 2020
Fog-based Secure Service Discovery for Internet of Multimedia Things: A Cross-blockchain Approach.
ACM Trans. Multim. Comput. Commun. Appl., 2020
ACM Trans. Internet Techn., 2020
An Intelligent Dynamic Offloading From Cloud to Edge for Smart IoT Systems With Big Data.
IEEE Trans. Netw. Sci. Eng., 2020
J. Supercomput., 2020
IEEE Trans. Ind. Informatics, 2020
Guest Editorial: Special Section on Emerging Privacy and Security Issues Brought by Artificial Intelligence in Industrial Informatics.
IEEE Trans. Ind. Informatics, 2020
ACM Trans. Cyber Phys. Syst., 2020
A Security-Enhanced Certificateless Aggregate Signature Authentication Protocol for InVANETs.
IEEE Netw., 2020
J. Parallel Distributed Comput., 2020
IEEE Internet Things J., 2020
SoProtector: Safeguard Privacy for Native SO Files in Evolving Mobile IoT Applications.
IEEE Internet Things J., 2020
IEEE Internet Things J., 2020
IEEE Internet Things J., 2020
Digit. Commun. Networks, 2020
Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT.
CoRR, 2020
DLRRMS: Deep Learning based Respiratory Rate Monitoring System using Mobile Robots and Edges.
CoRR, 2020
Progressive Defense Against Adversarial Attacks for Deep Learning as a Service in Internet of Things.
CoRR, 2020
CoRR, 2020
SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space.
CoRR, 2020
A Survey on Anomalous Behavior Detection for Elderly Care Using Dense-Sensing Networks.
IEEE Commun. Surv. Tutorials, 2020
Comput. Secur., 2020
Security analysis of indistinguishable obfuscation for internet of medical things applications.
Comput. Commun., 2020
IEEE Commun. Mag., 2020
A Privacy-Preserving Data Inference Framework for Internet of Health Things Networks.
Proceedings of the 19th IEEE International Conference on Trust, 2020
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
A Democratically Collaborative Learning Scheme for Fog-enabled Pervasive Environments.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020
Leveraging Multi-view Learning for Human Anomaly Detection in Industrial Internet of Things.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020
ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses.
Proceedings of the Service-Oriented Computing - 18th International Conference, 2020
Privacy-Aware Key Task Scheduling in Vehicular Networks Based on Incentive Mechanism.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
2019
Crowdsourcing Mechanism for Trust Evaluation in CPCS Based on Intelligent Mobile Edge Computing.
ACM Trans. Intell. Syst. Technol., 2019
ACM Trans. Intell. Syst. Technol., 2019
CSP-E<sup>2</sup>: An abuse-free contract signing protocol with low-storage TTP for energy-efficient electronic transaction ecosystems.
Inf. Sci., 2019
IEEE Internet Things J., 2019
A survey of security and privacy issues in the Internet of Things from the layered context.
CoRR, 2019
A survey on security issues in services communication of Microservices-enabled fog applications.
Concurr. Comput. Pract. Exp., 2019
When Road Information Meets Data Mining: Precision Detection for Heading and Width of Roads.
IEEE Access, 2019
IEEE Access, 2019
IEEE Access, 2019
IEEE Access, 2019
Hybrid Model Featuring CNN and LSTM Architecture for Human Activity Recognition on Smartphone Sensor Data.
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019
MFE-HAR: multiscale feature engineering for human activity recognition using wearable sensors.
Proceedings of the MobiQuitous 2019, 2019
Proceedings of the 29th International Telecommunication Networks and Applications Conference, 2019
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Proceedings of the Australasian Computer Science Week Multiconference, 2019
2018
A Hybrid Method Combining Markov Prediction and Fuzzy Classification for Driving Condition Recognition.
IEEE Trans. Veh. Technol., 2018
IEEE Syst. J., 2018
Int. J. Sens. Networks, 2018
Investigating Key User Experiencing Engineering Aspects in Software-as-a-Service Service Delivery Model.
CoRR, 2018
COMEC: Computation Offloading for Video-Based Heart Rate Detection APP in Mobile Edge Computing.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018
DAliM: Machine Learning Based Intelligent Lucky Money Determination for Large-Scale E-Commerce Businesses.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018
Roundtable Gossip Algorithm: A Novel Sparse Trust Mining Method for Large-Scale Recommendation Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018
2017
ACM Trans. Embed. Comput. Syst., 2017
Perceptions on the State of the Art in Verification and Validation in Cyber-Physical Systems.
IEEE Syst. J., 2017
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
PaaS - black or white: an investigation into software development model for building retail industry SaaS.
Proceedings of the 39th International Conference on Software Engineering, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the Fifth International Conference on Advanced Cloud and Big Data, 2017
Proceedings of the Australasian Computer Science Week Multiconference, 2017
Bullseye: structured passage retrieval and document highlighting for scholarly search.
Proceedings of the Australasian Computer Science Week Multiconference, 2017
2016
Proceedings of the Applications and Techniques in Information Security, 2016
2015
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015
Verification and Validation in Cyber Physical Systems: Research Challenges and a Way Forward.
Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for Smart Cyber-Physical Systems, 2015
2014
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014
BraceForce: a middleware to enable sensing integration in mobile applications for novice programmers.
Proceedings of the 1st International Conference on Mobile Software Engineering and Systems, 2014
WiP abstract: BraceForce: Software engineering support for sensing in CPS applications.
Proceedings of the ACM/IEEE International Conference on Cyber-Physical Systems, 2014