Biography
Longxiang Gao received his PhD in Computer Science from Deakin University, Australia. He is currently a Senior Lecturer and Co-founder of Deakin Blockchain Innovation Lab at School of Information Technology, Deakin University. Before joined Deakin University, he was a post-doctoral research fellow at IBM Research & Development, Australia. His research interests include Fog/Edge computing, Blockchain, data analysis and privacy protection.
Dr. Gao has over 90 publications, including patent, monograph, book chapter, journal and conference papers. Some of his publications have been published in the top venue, such as IEEE TMC, IEEE TPDS, IEEE IoTJ, IEEE TDSC, IEEE TVT, IEEE TCSS, IEEE TII and IEEE TNSE. He has being Chief Investigator (CI) for more than 20 research projects (the total awarded amount is over $5million), from pure research project to contracted industry research.
Dr. Gao is a Senior Member of IEEE and active in IEEE Communication Society. He has served as the TPC co-chair, publicity co-chair, organization chair and TPC member for many international conferences. He is the Associate Editor of IEEE Access and the Assessor of Australian Research Council (ARC) projects. Meanwhile, he served as president of Chinese Association of Professionals and Scholars, Australia, which is the premier organization promoting and facilitating education, industry-relevant research and business opportunities between Australia and China with more than 2000 members of Chinese professionals, PhDs and young scholars living and working in Australia. He is currently serving as execute president of advisory committee, Chinese Association of Professionals and Scholars, Australia.
Research interests
- Fog/Edge Computing
- Blockchain
- Delay Tolerant Networks
- Privacy Protection
- Data Analysis and Processing
Teaching interests
- Database Design and Development
- Web Programming
- Data Communication
- Network Structure
- Discrete Mathematics
Professional activities
-
Execute President of the Advisory Commitee,
Chinese Association of Professionals and Scholars (CAPS), Australia - President, Chinese Association of Professionals and Scholars (CAPS), Australia
- Course Director of the Masters of Information Technology, Deakin Univeristy
- Deputy Director of Deakin Blockchain Innovation Lab (DBIL)
- Senior Member of IEEE
- Member of ACS and ACM
- Associate Editior, IEEE Access
- Associate Editior, Shandong Science
- Associate Editior, International Journal of Sensor and Related Networks
- Guest Editor, Special issue on Computational Intelligence in Scientific Big Data Analytics, Scientific Programming, Hindawi Publishing Corporation
- Guest Editor, Australian Journal of Telecommunications and the Digital Economy
- General Chair, The 9th Research Symposium for Chinese PhD Students and Scholars in Australia, 2016
- TPC Co-Chair, Australasian Telecommunication Networks and Applications Conference (ATNAC 2015)
- TPC Co-Chair, The 8th Victorian Chinese PhD Students and Young Scholars Research Symposium 2014
- TPC Members: IEEE Globcom 2014, 2015, 2016, 2017; IEE ICC 2015, 2016, 2017; IEEE BigDataService 2015; IEEE ISPA, IEEE ICNP, IEEE Trustcom, IEEE ISSNIP, IEEE ICME; ICA3PP etc.
- Journal Reviewers: IEEE TPDS; IEEE TMC; IEEE TETC; IEEE TC; IEEE Networks; IEEE Communications Magazine; IEEE Access; IET Communications; Elsevier Journal of Network and Computer Applications; Elsevier Computer Networks; Elsevier Nano Communication Networks; Springer Journal of Supercomputing; Wiley Journal of Wireless Communications and Mobile Computing; Wiley International Journal of Communication Systems; Journal of Communications and Networks; Journal of Computer Science and Technology etc.
Projects
- Blockchain-enabled federated learning for secure and decentralised learning, ARC Discovery Projects (DP220100983), Australian Research Council, 2022-2024
- Blockchain Enabled Al Driven E-Marking Platform, TopExcel Pty Ltd, 2020-2023
- Improving security and efficiency of educational supply chain system using blockchain technology, Ausmotive Group Pty Ltd, 2020-2023
- Privacy-Preserving Fog Information System in Infrastructure Deficient Environments, ARC Linkage Projects (LP190100594), Australian Research Council, 2020-2023
- Improving Security and Authentication of National Authentication Systems using Blockchain Technology, Cyber Security CRC 2019
- Continual Data Release Using Differential Privacy for Data Analysis, Cyber Security CRC 2019
- Automated Story Generation for Intelligible Cyber Incident Response, Oceania Cyber Security Centre Industry Co-funded Projects (ICFP) 2019
- Develop A Hybrid Blockchain Secured Fog Computing Platform and an IoT-based logistic System, Deakin School of Information Technology Research Funding 2019
- Deakin Blockchain Innovation Lab Project, HealthChain Technology Pty Ltd and Deakin University, 2018-2021
- Blockchain based Data Security in Fog Computing, Deakin SEBE Research Grants Scheme 2019
- Bot Attack and Defence in Online Social Media Using Unsupervised Machine Learning, Stanstone Pty Ltd, 2018-2021
- Novel audio watermarking techniques for tracing multimedia piracy, ARC Linkage Projects (LP170100458), Australian Research Council, 2018-2021
- Business process Development, Information Management and Data Analytics for Performance Benchmarking, Aurecon, 2018
- Recommendation System in Fog Computing, Deakin School of Information Technology Research Funding, 2018
- Decision-making systems for developing and improving online games, Beijing Shandesitong Technology, China, 2018-2019
- Efficient Data Dissemination and Analysis in Fog Computing, Deakin SEBE Research Grants Scheme 2018
- Information Oriented fog servers in national parks, Telematics Trust, Australia, 2017-2018
- Developing a Location-aware Fog Computing Prototype used on Vehicles, Flag Explore Pty Ltd 2017-2018
- Fog Computing and its Application in Tourism Service Sector, Faculty of Science Engineering & Built Environment, Deakin University, 2017
- Communicating Victoria's environmental condition − next steps for the Yarra & Bay website and its report card analysis tool INT274, Environmental Protection Authority Victoria, Australia, 2017
- Engineering Renewable Energy Powered Green Wireless Networks, Deakin CRGS 2017
- Developing a preliminary image pre-processing algorithm to identify images containing wild animals, Parks Victoria, Australia, 2016
- Developing a novel image pre-processing algorithm to identify images containing wild animals, Faculty of Science Engineering & Built Environment, Deakin University, 2016
- Improving wireless server capacity and efficiency using advanced wireless techniques, Flag Explore Pty. Ltd 2016
- Development of database system for descriptive and statistical information storage and analysis, Parks Victoria, Australia, 2015
Publications
Y Wan, Y Qu, W Ni, Y Xiang, L Gao, E Hossain
(2024), IEEE Communications Surveys and Tutorials, Piscataway, NJ., C1
A Learning-Based Hierarchical Edge Data Corruption Detection Framework in Edge Intelligence
Y Zhao, C Xu, Y Qu, Y Xiang, F Chen, L Gao
(2024), pp. 1-15, IEEE Internet of Things Journal, Piscataway, N.J., C1
Design and Robust Evaluation of Next Generation Node Authentication Approach
Dinh Nguyen, Keshav Sood, Yong Xiang, Longxiang Gao, Lianhua Chi, Gurpreet Singh, Shui Yu
(2024), pp. 1-12, IEEE Transactions on Dependable and Secure Computing, Piscataway, N.J., C1
Context-aware Consensus Algorithm for Blockchain-empowered Federated Learning
Yao Zhao, Youyang Qu, Yong Xiang, Feifei Chen, Longxiang Gao
(2024), pp. 1-13, IEEE Transactions on Cloud Computing, Piscataway, N.J., C1
BASS: A Blockchain-Based Asynchronous SignSGD Architecture for Efficient and Secure Federated Learning
C Xu, J Ge, Y Deng, L Gao, M Zhang, Y Li, W Zhou, X Zheng
(2024), IEEE Transactions on Dependable and Secure Computing, C1-1
Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals
J Zhao, T Zong, Y Xiang, G Hua, X Lei, L Gao, G Beliakov
(2023), Vol. 53, pp. 5510-5522, IEEE Transactions on Cybernetics, C1
Designing a Secure Blockchain-Based Supply Chain Management Framework
J Liu, G Yeoh, L Gao, S Gao, O Ngwenyama
(2023), Vol. 63, pp. 592-607, Journal of Computer Information Systems, C1
Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks
T Cai, S Yang, J Li, Q Sheng, J Yang, X Wang, W Zhang, L Gao
(2023), Vol. 35, pp. 7030-7044, IEEE Transactions on Knowledge and Data Engineering, Piscataway, N.J., C1
Machine translation-based fine-grained comments generation for solidity smart contracts
C Shi, Y Xiang, J Yu, K Sood, L Gao
(2023), Vol. 153, pp. 1-15, Information and Software Technology, Amsterdam, The Netherlands, C1
SSVS-SSVD Based Desynchronization Attacks Resilient Watermarking Method for Stereo Signals
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Guang Hua, Keshav Sood, Yushu Zhang
(2023), Vol. 31, pp. 448-461, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Piscataway, N.J., C1
An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation
C Xu, Y Qu, T Luan, P Eklund, Y Xiang, L Gao
(2023), Vol. 72, pp. 6584-6598, IEEE Transactions on Vehicular Technology, C1
ROS-based Collaborative Driving Framework in Autonomous Vehicular Networks
Ruhan Liu, Jinkai Zheng, Tom Luan, Longxiang Gao, Yilong Hui, Yong Xiang, Mianxiong Dong
(2023), Vol. 72, pp. 6987-6999, IEEE Transactions on Vehicular Technology, C1
A Lightweight Model-Based Evolutionary Consensus Protocol in Blockchain as a Service for IoT
Y Zhao, Y Qu, Y Xiang, Y Zhang, L Gao
(2023), Vol. 16, pp. 2343-2358, IEEE Transactions on Services Computing, C1
Prototype-Guided Memory Replay for Continual Learning
Stella Ho, Ming Liu, Lan Du, Longxiang Gao, Yong Xiang
(2023), pp. 1-11, IEEE Transactions on Neural Networks and Learning Systems, Piscataway, N.J., C1
CoSS: leveraging statement semantics for code summarization
Chaochen Shi, Borui Cai, Yao Zhao, Longxiang Gao, Keshav Sood, Yong Xiang
(2023), Vol. 49, pp. 3472-3486, IEEE Transactions on Software Engineering, Piscataway, N.J., C1
Data Synchronization in Vehicular Digital Twin Network: A Game Theoretic Approach
J Zheng, T Luan, Y Zhang, R Li, Y Hui, L Gao, M Dong
(2023), Vol. 22, pp. 7635-7647, IEEE Transactions on Wireless Communications, Piscataway, N.J., C1-1
Towards IoT Node Authentication Mechanism in Next Generation Networks
D Nguyen, K Sood, Y Xiang, L Gao, L Chi, S Yu
(2023), Vol. 10, pp. 13333-13341, IEEE Internet of Things Journal, Piscataway, N.J., C1
Y Zhang, Y Qu, L Gao, T Luan, A Jolfaei, J Zheng
(2023), Vol. 57, pp. 1-9, Sustainable Energy Technologies and Assessments, Amsterdam, The Netherlands, C1-1
A Comprehensive Survey on Multi-view Clustering
U Fang, M Li, J Li, L Gao, T Jia, Y Zhang
(2023), pp. 1-20, IEEE Transactions on Knowledge and Data Engineering, Piscataway, N.J., C1
Digital Twin Enabled Remote Data Sharing for Internet of Vehicles: System and Incentive Design
Chenchen Tan, Xinghao Li, Longxiang Gao, Tom Luan, Youyang Qu, Yong Xiang, Rongxing Lu
(2023), pp. 1-16, IEEE Transactions on Vehicular Technology, Piscataway, N.J., C1
Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance Systems
J Guan, L Pan, C Wang, S Yu, L Gao, X Zheng
(2023), Vol. 10, pp. 17254-17264, IEEE Internet of Things Journal, Piscataway, N.J., C1
SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems
Chenhao Xu, Jiaqi Ge, Yong Li, Yao Deng, Longxiang Gao, Mengshi Zhang, Yong Xiang, Xi Zheng
(2023), pp. 1-14, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1
Y Zhao, Y Qu, Y Xiang, C Shi, F Chen, L Gao
(2023), pp. 1-16, IEEE Transactions on Mobile Computing, C1
ARFL: Adaptive and Robust Federated Learning
M Uddin, Y Xiang, B Cai, X Lu, J Yearwood, L Gao
(2023), pp. 1-17, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1
Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition
C Tong, X Zheng, J Li, X Ma, L Gao, Y Xiang
(2023), pp. 1-13, IEEE Transactions on Audio, Speech and Language Processing, Piscataway, N.J., C1
Data Integrity Verification in Mobile Edge Computing With Multi-Vendor and Multi-Server
Y Zhao, Y Qu, F Chen, Y Xiang, L Gao
(2023), pp. 1-15, IEEE Transactions on Mobile Computing, Piscataway, N.J., C1
An Optimized Privacy-Protected Blockchain System for Supply Chain on Internet of Things
Chenhao Xu, Youyang Qu, Yong Xiang, Tom Luan, Longxiang Gao
(2023), pp. 1-12, IEEE Internet of Things, Piscataway, N.J., C1
Asynchronous federated learning on heterogeneous devices: A survey
C Xu, Y Qu, Y Xiang, L Gao
(2023), Vol. 50, pp. 1-15, Computer Science Review, Amsterdam, The Netherlands, C1
Hybrid variational autoencoder for time series forecasting
B Cai, S Yang, L Gao, Y Xiang
(2023), Vol. 281, pp. 1-9, Knowledge-Based Systems, Amsterdam, The Netherlands, C1
Adaptive Regularization and Resilient Estimation in Federated Learning
M Uddin, Y Xiang, Y Zhao, M Ali, Y Zhang, L Gao
(2023), pp. 1-14, IEEE Transactions on Services Computing, Piscataway, N.J., C1
A Robust NFT Assisted Knowledge Distillation Framework for Edge Computing
N Wang, A Sajjanhar, Y Xiang, L Gao
(2023), Vol. 489, pp. 20-31, TridentCom 2022 : Tools for Design, Implementation and Verification of Emerging Information Technologies : Proceedings of the 17th EAI International Conference on Testbeds and Research Infrastructures, Melbourne, Vic., E1
FSVM: Federated Support Vector Machines for Smart City
L Ma, L Tang, L Gao, Q Pei, M Ding
(2023), Vol. 489 LNICST, pp. 149-167, TridentCom 2022 : Proceedings of the 17th EAI International Conference on Tools for Design, Implementation and Verification of Emerging Information Technologies, Melbourne, Vic., E1
Bio-Inspired Dual-Network Model to Tackle Statistical Heterogeneity in Federated Learning
A Ahmad, V Chau, A Robles-Kelly, S Gao, L Gao, L Chi, W Luo
(2023), Vol. 2023-June, pp. 1-8, IJCNN 2023 : Proceedings of the International Joint Conference on Neural Networks, Gold Coast, Queensland, E1
Temporal Knowledge Graph Completion: A Survey
B Cai, Y Xiang, L Gao, H Zhang, Y Li, J Li
(2023), Vol. 2023-August, pp. 6545-6553, IJCAI 2023 : Proceedings of the 32nd International Joint Conference on Artificial Intelligence, Macao, China, E1
A Socio-Technical Metaverse Development Framework in Higher Education
Jiongbin Liu, William Yeoh, shang Gao, yong Xiang, longxiang Gao
(2023), ICIS 2023 : Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies : proceedings of the International Conference on Information Systems 2023, Hyderabad, India, E1
Current Methods of Privacy Protection in IoTs
Y Qu, L Gao, S Yu, Y Xiang
(2022), pp. 7-18, Privacy Preservation in IoT: Machine Learning Approaches : A Comprehensive Survey and Use Cases, Singapore, B1
Personalized Privacy Protection of IoTs Using GAN-Enhanced Differential Privacy
Y Qu, L Gao, S Yu, Y Xiang
(2022), pp. 49-76, Privacy Preservation in IoT: Machine Learning Approaches, B1
Hybrid Privacy Protection of IoT Using Reinforcement Learning
Y Qu, L Gao, S Yu, Y Xiang
(2022), pp. 77-109, Privacy Preservation in IoT: Machine Learning Approaches, B1
Decentralized Privacy Protection of IoTs Using Blockchain-Enabled Federated Learning
Y Qu, L Gao, S Yu, Y Xiang
(2022), pp. 19-48, Privacy Preservation in IoT: Machine Learning Approaches. A Comprehensive Survey and Use Cases, B1
T Zong, J Zhao, Y Xiang, I Natgunanathan, L Gao, W Zhou
(2022), Vol. 25, pp. 357-379, World Wide Web, Berlin, Germany, C1
A Covert Electricity-Theft Cyberattack Against Machine Learning-Based Detection Models
L Cui, L Guo, L Gao, B Cai, Y Qu, Y Zhou, S Yu
(2022), Vol. 18, pp. 7824-7833, IEEE Transactions on Industrial Informatics, Piscataway, N.J., C1
A Light-weight and Attack-Proof Bidirectional Blockchain Paradigm for Internet of Things
Chenhao Xu, Youyang Qu, Tom Luan, Peter Eklund, Yong Xiang, Longxiang Gao
(2022), pp. 1-13, IEEE Internet of Things Journal, Piscataway, N.J., C1
Privacy-preserving blockchain-enabled federated learning for B5G-Driven edge computing
Y Wan, Y Qu, L Gao, Y Xiang
(2022), Vol. 204, pp. 1-13, Computer Networks, Amsterdam, The Netherlands, C1
Robust Federated Averaging via Outlier Pruning
M Uddin, Y Xiang, J Yearwood, L Gao
(2022), Vol. 29, pp. 409-413, IEEE Signal Processing Letters, C1
LSP: Lightweight Smart Contract-based Transaction Prioritization Scheme for Smart Healthcare
A Saini, D Wijaya, N Kaur, Y Xiang, L Gao
(2022), pp. 1-13, IEEE Internet of Things Journal, Piscataway, NJ, C1
RF Fingerprinting based IoT Node Authentication using Mahalanobis Distance Correlation Theory
Dinh Nguyen, Keshav Sood, Mohammad Nosouhi, Yong Xiang, Longxiang Gao, Lianhua Chi
(2022), Vol. 4, pp. 78-81, IEEE Networking Letters, Piscataway, N.J., C1
Blockchain-enabled Federated Learning: A Survey
Y Qu, M Uddin, C Gan, Y Xiang, L Gao, J Yearwood
(2022), Vol. 55, ACM Computing Surveys, C1
Federated Learning via Disentangled Information Bottleneck
Md Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao
(2022), pp. 1-14, IEEE Transactions on Services Computing, Piscataway, N.J., C1
Digital Twin Empowered Heterogeneous Network Selection in Vehicular Networks With Knowledge Transfer
J Zheng, T Luan, Y Hui, Z Yin, N Cheng, L Gao, L Cai
(2022), Vol. 71, pp. 12154-12168, IEEE Transactions on Vehicular Technology, Piscataway, N.J., C1
FedTwin: Blockchain-Enabled Adaptive Asynchronous Federated Learning for Digital Twin Networks
Y Qu, L Gao, Y Xiang, S Shen, S Yu
(2022), Vol. 36, pp. 183-190, IEEE Network, C1
A Bytecode-based Approach for Smart Contract Classification
C Shi, Y Xiang, J Yu, L Gao, K Sood, R Doss
(2022), pp. 1046-1054, IEEE SANER 2022 : Proceedings of the Institute of Electrical and Electronics Engineers 2022 International Conference on Software Analysis, Evolution and Reengineering 2022, Honolulu, Hawaii, E1
Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting
Qi Zhong, Leo Zhang, Shengshan Hu, Longxiang Gao, Jun Zhang, Yong Xiang
(2022), pp. 1-6, ICME 2022 : Proceedings of IEEE Multimedia & Expo 2022 Conference, Taipei, Taiwan, E1
Towards a Semantics-Based Search Engine for Smart Contract Information
C Shi, Y Xiang, J Yu, L Gao
(2022), Vol. 13236, pp. 272-277, ICSOC 2021 Workshops : Proceedings of the International Conference on Service-Oriented Computing 2021, Dubai, United Arab Emirates, E1
Personalized Privacy-Preserving Medical Data Sharing for Blockchain-based Smart Healthcare Networks
Y Qu, S Chen, L Gao, L Cui, K Sood, S Yu
(2022), Vol. 2022-May, pp. 4229-4234, ICC 2022 : International Conference on Communications : Proceedings ofInstitute of Electrical and Electronics Engineers 2022 conference, Seoul, Republic of Korea, E1
Towards Accurate Knowledge Transfer between Transformer-based Models for Code Summarization
C Shi, Y Xiang, J Yu, L Gao
(2022), pp. 91-94, SEKE 2022 : Proceedings of the International Conference on Software Engineering and Knowledge Engineering 2022, Pittsburgh, Pa., E1
Semi-supervised Continual Learning with Meta Self-training
S Ho, M Liu, L Du, Y Li, L Gao, S Gao
(2022), pp. 4024-4028, CIKM '22 : Proceedings of the 31st ACM International Conference on Information and Knowledge Management 2022, Atlanta, Ga., E1
A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning
D Wu, N Wang, J Zhang, Y Zhang, Y Xiang, L Gao
(2022), IJCNN 2022 : Proceedings of the International Joint Conference on Neural Networks 2022 conference, Padua, Italy, E1
Impersonation Attack Detection in IoT Networks
D Nguyen, K Sood, Y Xiang, L Gao, L Chi
(2022), pp. 6061-6066, GLOBECOM 2022 : Proceedings of the IEEE Global Communications Conference 2022, Rio de Janeiro, Brazil, E1
BASS: Blockchain-Based Asynchronous SignSGD for Robust Collaborative Data Mining
C Xu, Y Qu, Y Xiang, L Gao, D Smith, S Yu
(2022), pp. 1-7, DSAA 2022 : Proceedings of the 2022 IEEE 9th International Conference on Data Science and Advanced Analytics, Online, E1
Ethereum smart contract development in Solidity
Gavin Zheng, Longxiang Gao, Liqun Huang, Jian Guan
(2021), Singapore, A1
Privacy-preserving in edge computing
Longxiang Gao, Tom Luan, Bruce Gu, Youyang Qu, Yong Xiang
(2021), Singapore, A1
A blockchained federated learning framework for cognitive computing in industry 4.0 networks
Youyang Qu, Shiva Pokhrel, Sahil Garg, Longxiang Gao, Yong Xiang
(2021), Vol. 17, pp. 2964-2973, IEEE transactions on industrial informatics, Piscataway, N.J., C1
Mutual Information Driven Federated Learning
M Uddin, Y Xiang, X Lu, J Yearwood, L Gao
(2021), Vol. 32, pp. 1526-1538, IEEE Transactions on Parallel and Distributed Systems, C1
Y Jin, M Liu, Y Li, R Xu, L Du, L Gao, Y Xiang
(2021), Vol. 35, pp. 505-532, Data Mining and Knowledge Discovery, C1
A smart contract based access control framework for cloud smart healthcare system
Akanksha Saini, Qingyi Zhu, Navneet Singh, Yong Xiang, Longxiang Gao, Yushu Zhang
(2021), Vol. 8, pp. 5914-5925, IEEE Internet of Things journal, Piscataway, N.J., C1
A fast and scalable authentication scheme in IOT for smart living
J Li, J Jin, L Lyu, D Yuan, Y Yang, L Gao, C Shen
(2021), Vol. 117, pp. 125-137, Future Generation Computer Systems, C1
Non-linear-echo based anti-collusion mechanism for audio signals
T Zong, Y Xiang, I Natgunanathan, L Gao, G Hua, W Zhou
(2021), Vol. 29, pp. 969-984, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1
DP-GAN: Differentially private consecutive data publishing using generative adversarial nets
S Ho, Y Qu, B Gu, L Gao, J Li, Y Xiang
(2021), Vol. 185, Journal of Network and Computer Applications, C1
Self-supervised cross-iterative clustering for unlabeled plant disease images
Uno Fang, Jianxin Li, Xuequan Lu, Longxiang Gao, Mumtaz Ali, Yong Xiang
(2021), Vol. 456, pp. 36-48, Neurocomputing, Amsterdam, The Netherlands, C1
J Zhao, T Zong, Y Xiang, L Gao, W Zhou, G Beliakov
(2021), Vol. 29, pp. 2282-2295, IEEE/ACM Transactions on Audio Speech and Language Processing, Piscataway, N.J., C1
Segmental DCT Coefficient Reversal Based Anti-Collusion Audio Fingerprinting Mechanism
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Guang Hua
(2021), Vol. 28, pp. 1833-1837, IEEE Signal Processing Letters, Piscataway, N.J., C1
A Blockchain-Based Cooperative Perception in Internet of Vehicles
Xinghao Li, Chenchen Tan, M Liu, T Luan, Longxiang Gao, Youyang Qu
(2021), pp. 1-6, VTC2021-Fall : Proceedings of the IEEE 94th Vehicular Technology Conference, Norman, Okla., E1
Digital Twin Based Remote Resource Sharing in Internet of Vehicles using Consortium Blockchain
Chenhen Tan, X Li, T Luan, B Gu, Y Qu, L Gao
(2021), pp. 1-6, VTC2021-Fall : Proceedings of the IEEE 94th Vehicular Technology Conference, Norman, Okla., E1
GPDP: Game-Enhanced Personalized Differentially Private Smart Community
Y Zhang, Y Qu, L Gao, B Gu, L Cui, X Zhai
(2021), pp. 238-243, Proceedings - IEEE Congress on Cybermatics: 2021 IEEE International Conferences on Internet of Things, iThings 2021, IEEE Green Computing and Communications, GreenCom 2021, IEEE Cyber, Physical and Social Computing, CPSCom 2021 and IEEE Smart Data, SmartData 2021, Virtual Conference, E1
Blockchain-driven privacy-preserving machine learning
Y Qu, L Gao, Y Xiang
(2020), pp. 189-200, Blockchains for network security: Principles, technologies and applications, London, Eng., B1
A fog-based recommender system
X Wang, B Gu, Y Ren, W Ye, S Yu, Y Xiang, L Gao
(2020), Vol. 7, pp. 1048-1060, IEEE internet of things journal, Piscataway, N.J., C1
A survey of handy see-through wall technology
K Mu, T Luan, L Zhu, L Cai, L Gao
(2020), Vol. 8, pp. 82951-82971, IEEE Access, Piscataway, N.J., C1
Decentralized privacy using blockchain-enabled federated learning in fog computing
Y Qu, L Gao, T Luan, Y Xiang, S Yu, B Li, G Zheng
(2020), Vol. 7, pp. 5171-5183, IEEE Internet of Things Journal, C1
QoS-aware personalized privacy with multipath TCP for industrial IoT: Analysis and design
S Pokhrel, Y Qu, L Gao
(2020), Vol. 7, pp. 4849-4861, IEEE Internet of Things Journal, C1
An inherent property-based rumor dissemination model in online social networks
Lei Cui, Gang Xie, Shui Yu, Xuemeng Zhai, Longxiang Gao
(2020), Vol. 2, pp. 43-46, IEEE networking letters, Piscataway, N.J., C1
Detecting false data attacks using machine learning techniques in smart grid: A survey
L Cui, Y Qu, L Gao, G Xie, S Yu
(2020), Vol. 170, Journal of Network and Computer Applications, C1
Privacy on the edge: customizable privacy-preserving context sharing in hierarchical edge computing
B Gu, L Gao, X Wang, Y Qu, J Jin, S Yu
(2020), Vol. 7, pp. 2298-2309, IEEE transactions on network science and engineering, Piscataway, N.J., C1
Generative Adversarial Nets Enhanced Continual Data Release Using Differential Privacy
S Ho, Y Qu, L Gao, J Li, Y Xiang
(2020), pp. 418-426, ICA3PP 2019 : Algorithms and architectures for parallel processing : 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9-11, 2019, Proceedings, Melbourne, Victoria, E1
Realizing video analytic service in the fog-based infrastructure-less environments
Q Zheng, J Jin, T Zhang, L Gao, Y Xiang
(2020), Vol. 80, pp. 1-9, Fog-IOT 2020 : Proceedings of the 2nd Workshop on Fog Computing and the IoT, Sydney, N.S.W., E1
Protecting IP of deep neural networks with watermarking: a new label helps
Q Zhong, L Zhang, J Zhang, L Gao, Y Xiang
(2020), Vol. 12085, pp. 462-474, PAKDD 2020 : Proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Singapore, E1
SummPip: unsupervised multi-document summarization with sentence graph compression
Jinming Zhao, Ming Liu, Longxiang Gao, Yuan Jin, Lan Du, He Zhao, He Zhang, Gholamreza Haffari
(2020), pp. 1949-1952, SIGIR 2020 : Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, Online, China, E1
Reliable customized privacy-preserving in Fog computing
X Wang, B Gu, Y Qu, Y Ren, Y Xiang, L Gao
(2020), Vol. July 2020, ICC 2020 : Proceedings of the IEEE International Conference on Communications, Dublin, Ireland, E1
Juan Zhao, Tianrui Zong, Yong Xiang, Longxiang Gao, Gleb Beliakov
(2020), pp. 201-212, WISE 2020 : Proceedings of the 21st International Conference on Web Information Systems Engineering, Amsterdam and Leiden, The Netherlands, E1
Channel correlation based robust audio watermarking mechanism for stereo signals
Tianrui Zong, Yong Xiang, Iynkaran Natgunanathan, Longxiang Gao, Wanlei Zhou
(2020), pp. 240-251, WISE 2020 : Proceedings of the 21st International Conference on Web Information Systems Engineering, Amsterdam and Leiden, The Netherlands, E1
Location-aware privacy preserving scheme in SDN-enabled fog computing
B Gu, X Wang, Y Qu, J Jin, Y Xiang, L Gao
(2020), Vol. 1268 CCIS, pp. 176-190, SPDE 2020 : Proceedings of the First International Conference on Security and Privacy in Digital Economy, Quzhou, China, E1
A Privacy Preserving Aggregation Scheme for Fog-Based Recommender System
X Wang, B Gu, Y Qu, Y Ren, Y Xiang, L Gao
(2020), Vol. 12570, pp. 408-418, NSS 2020 : Proceedings of the 14th International Network and system Security Conference, Melbourne, Australia, E1
Non-technical losses detection in smart grids: An ensemble data-driven approach
Y Xing, L Guo, Z Xie, L Cui, L Gao, S Yu
(2020), Vol. 2020-December, pp. 563-568, ICPADS 2020 : Proceedings of the International Conference on Parallel and Distributed Systems, Hong Kong, Hong Kong, E1
Cyber security framework for Internet of Things-based Energy Internet
A Sani, D Yuan, J Jin, L Gao, S Yu, Z Dong
(2019), Vol. 93, pp. 849-859, Future generation computer systems, Amsterdam, The Netherlands, C1
Location privacy protection in smart health care system
I Natgunanathan, A Mehmood, Y Xiang, L Gao, S Yu
(2019), Vol. 6, pp. 3055-3069, IEEE Internet of Things Journal, C1
Efficient and privacy preserving access control scheme for fog-enabled IoT
K Fan, H Xu, L Gao, H Li, Y Yang
(2019), Vol. 99, pp. 134-142, Future generation computer systems, Amsterdam, The Netherlands, C1
Sustainability analysis for fog nodes with renewable energy supplies
J Jiang, L Gao, J Jin, T Luan, S Yu, Yong Xiang, S Garg
(2019), Vol. 6, pp. 6725-6735, IEEE internet of things journal, Piscataway, N.J., C1
Energy-sustainable fog system for mobile web services in infrastructure-less environments
Qiushi Zheng, Jiong Jin, Tiehua Zhang, Jianhua Li, Longxiang Gao, Yong Xiang
(2019), Vol. 7, pp. 161318-161328, IEEE Access, Piscataway, N.J., C1
Progressive average-based smart meter privacy enhancement using rechargeable batteries
I Natgunanathan, M Hossain, Y Xiang, L Gao, D Peng, J Li
(2019), Vol. 6, pp. 9816-9828, IEEE internet of things journal, Piscataway, N.J., C1
APDP: attack-proof personalized differential privacy model for a smart home
Y Zhang, Y Qu, L Gao, T Luan, X Zheng, S Chen, Y Xiang
(2019), Vol. 7, pp. 166593-166605, IEEE access, Piscataway, N.J., C1
Context-aware privacy preservation in a hierarchical fog computing system
B Gu, X Wang, Y Qu, J Jin, Y Xiang, L Gao
(2019), pp. 1-6, ICC 2019 : Proceedings of the 2019 IEEE International Conference on Communications, Shanghai, China, E1
GAN-DP: generative adversarial net driven differentially privacy-preserving big data publishing
Y Qu, S Yu, J Zhang, H Binh, L Gao, W Zhou
(2019), ICC 2019 : Proceedings of the 2019 IEEE International Conference on Communications, Shanghai, China, E1
Pre-adjustment based anti-collusion mechanism for audio signals
J Zhao, T Zong, Y Xiang, L Gao, G Beliakov
(2019), Vol. 11928, pp. 305-319, NSS 2019 : Proceedings of the 13th International Conference on Network and Systems Security 2019, Sapporo, Japan, E1
Malware propagations in wireless ad hoc networks
B Liu, W Zhou, L Gao, H Zhou, T Luan, S Wen
(2018), Vol. 15, pp. 1016-1026, IEEE transactions on dependable and secure computing, Piscataway, N.J., C1
Location Privacy and Its Applications: A Systematic Study
B Liu, W Zhou, T Zhu, L Gao, Y Xiang
(2018), Vol. 6, pp. 17606-17624, IEEE Access, C1
A hybrid privacy protection scheme in cyber-physical social networks
Y Qu, S Yu, L Gao, W Zhou, S Peng
(2018), Vol. 5, pp. 773-784, IEEE Transactions on Computational Social Systems, C1
Fog computing: Survey of trends, architectures, requirements, and research directions
R Naha, S Garg, D Georgakopoulos, P Jayaraman, L Gao, Y Xiang, R Ranjan
(2018), Vol. 6, pp. 47980-48009, IEEE Access, C1
Security and privacy in smart cities: Challenges and opportunities
L Cui, G Xie, Y Qu, L Gao, Y Yang
(2018), Vol. 6, pp. 46134-46145, IEEE Access, C1
A trust-grained personalized privacy-preserving scheme for big social data
L Cui, Y Qu, S Yu, Longxiang Gao, Gang Xie
(2018), pp. 1-6, IEEE ICC 2018 : International Conference on Communications, Kansas City, Missouri, E1
Fog computing and its applications in 5G
L Gao, T Luan, B Liu, W Zhou, S Yu
(2017), pp. 571-593, 5G mobile communications, [Cham], Switzerland, B1
FogRoute: DTN-based data dissemination model in fog computing
L Gao, T Luan, S Yu, W Zhou, B Liu
(2017), Vol. 4, pp. 225-235, IEEE internet of things journal, Piscataway, N.J., C1
Scoring users' privacy disclosure across multiple online social networks
E Aghasian, S Garg, L Gao, S Yu, J Montgomery
(2017), Vol. 5, pp. 13118-13130, IEEE access, Piscataway, N.J., C1
A cooperative-based model for smart-sensing tasks in fog computing
T Li, Y Liu, L Gao, A Liu
(2017), Vol. 5, pp. 21296-21311, IEEE access, Piscataway, N.J., C1
Big data set privacy preserving through sensitive attribute-based grouping
Y Qu, S Yu, L Gao, J Niu
(2017), pp. 4887-4892, ICC 2017 : Proceedings of the 2017 IEEE International Conference on Communications, Paris, France, E1
FuzzyDP: Fuzzy-based Big Data Publishing Against Inquiry Attacks
Youyang Qu, Shui Yu, Longxiang Gao, Sancheng Peng, Yong Xiang, Liang Xiao
(2017), pp. 7-12, 2017 IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), Atlanta, GA, E1
Preferential attachment and the spreading influence of users in online social networks
J Jiang, L Gao, S Yu, J Jin, D Yuan
(2017), pp. 1-6, IEEE/CIC International Conference on Communications in China (ICCC), Qingdao, China, E1
Latency estimation for fog-based internet of things
J li, T zhang, J jin, Y yang, D yuan, L Gao
(2017), pp. 1-6, ITNAC 2017: Proceedings of the 27th International Telecommunication Networks and Applications Conference, Melbourne, Australia, E1
Towards an analysis of traffic shaping and policing in fog networks using stochastic fluid models
J jiang, L Gao, J jin, H luan, S yu, D yuan, Y xiang, D yuan
(2017), pp. 1-9, MobiQuitous 2017 : Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Melbourne, Vic., E1
A scalable and automatic mechanism for resource allocation in self-organizing cloud
X Wu, M Liu, W Dou, L Gao, S Yu
(2016), Vol. 9, pp. 28-41, Peer-to-peer networking and applications, Berlin, Germany, C1
B Liu, W Zhou, T Zhu, L Gao, H Luan, H Zhou
(2016), Vol. 65, pp. 9942-9953, IEEE transactions on vehicular technology, Piscataway, N.J., C1
Complex network theoretical analysis on information dissemination over vehicular networks
J Wang, C Jiang, L Gao, S Yu, Z Han, Y Ren
(2016), pp. 1-6, ICC 2016. Preceedings of the IEEE International Conference on Communications, Kuala Lumpur, Malaysia, E1
L Gao, L Gao, S Yu, S Yu, H Luan, H Luan, W Zhou, W Zhou
(2015), Berlin, Germany, A1
Clouds selection for network appliances based on trust credibility
S Kumar Garg, L Gao, J Montgomery
(2015), pp. 302-307, ITNAC 2015: Proceedings of the 25th International Telecommunication Networks and Applications Conference, Sydney, N.S.W., E1
Mobility increases the risk of malware propagations in wireless networks
B Liu, W Zhou, L Gao, S Wen, H Luan
(2015), Vol. 1, pp. 90-95, TrustCom 2015: Proceedings of the IEEE Trust, Security and Privacy in Computing and Communications 2015 International Conference, Helsinki, Finland, E1
Z Li, M Li, L Gao
(2014), Vol. 7, pp. 78-86, Journal of Software Engineering and Applications, Irvine, Calif., C1-1
Multi-dimensional routing protocol in human associated delay-tolerant networks
L Gao, M Li, A Bonti, W Zhou, S Yu
(2013), Vol. 12, pp. 2132-2144, IEEE transactions on mobile computing, Piscataway, N.J., C1
Privacy protected data forwarding in human associated delay tolerant networks
L Gao, M Li, W Zhou, W Shi
(2013), pp. 586-593, TrustCom 2013 : Proceedings of the 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Melbourne, Vic., E1
Anonymous data forwarding in human associated delay tolerant networks
L Gao, M Li, W Zhou, W Shi
(2013), pp. 17-21, ICDCSW 2013 : Proceedings of the 33rd IEEE International Conference on Distributed Computing Systems, Philadelphia, Pennsylvania, E1
L Gao, M Li, A Bonti, W Zhou, S Yu
(2012), Vol. 35, pp. 1285-1296, Journal of network and computer applications, Amsterdam, The Netherlands, C1
A minimum disclosure approach to authentication and privacy in RFID systems
R Doss, W Zhou, S Sundaresan, S Yu, L Gao
(2012), Vol. 56, pp. 3401-3416, Computer networks, Amsterdam, The Netherlands, C1
Effects of social characters in viral propagation seeding strategies in online social networks
A Bonti, M Li, L Gao, W Shi
(2012), pp. 632-639, TrustCom 2012 : Proceedings of the 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Liverpool, England, E1
L Gao, M Li, T Zhu, A Bonti, W Zhou, S Yu
(2012), pp. 1245-1250, TrustCom 2012 : Proceedings of the 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Liverpool, England, E1
The simulation on wireless sensor networks
B Li, L Gao, B Zhou
(2011), pp. 95-112, Wireless Sensor Networks, Hauppauge, N.Y., B1
MAR : message-aware routing for opportunistic wireless ad hoc networks
M Li, L Gao, W Zhou
(2011), pp. 1-6, ATNAC 2011 : Australasian Telecommunication Networks and Applications Conference, Melbourne, Vic., E1
A novel mutual authentication scheme with minimum disclosure for rfid systems
R Doss, W Zhou, S Yu, L Gao
(2011), pp. 544-549, ISSNIP 2011 : Proceedings of the 7th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Adelaide, S. Aust., E1
Multi-level virtual ring : an architecture for content routing in wireless sensor network
M Li, L Gao
(2011), pp. 553-558, APCC 2011 : Proceedings of the 2011 17th Asia-Pacific Conference on Communications, Sabah, Malaysia, E1-1
Virtual backbone routing structures in wireless ad-hoc networks
L Gao, M Li, B Li, W Zhou
(2010), Vol. 10, pp. 21-32, Global journal of computer science and technology, Pradesh, India, C1
S-Kcore : a social-aware Kcore decomposition algorithm in pocket switched networks
M Li, L Gao, W Zhou
(2010), pp. 737-742, IEEE/IFIP 2010 : Proceedings of the IEEE/IFIP 8th International Conference Embedded and Ubiquitous Computing 2010, Hong Kong, China, E1
Virtual backbone content routing in wireless ad-hoc network
L Gao, M Li
(2009), Vol. 1, pp. 30-47, International journal of wireless and mobile networks, [Dehli, India], C1
L Gao, M Li
(2009), pp. 1-6, ATNAC 2009 : Proceedings of the 2009 Australasian Telecommunication Networks and Applications Conference, Canberra, A.C.T., E1
Multi-level virtual ring : cross-level name routing with embedded identifier in sensor network
M Li, L Gao
(2009), pp. 67-74, ICWN 2009 : Proceedings of the 2009 International Conference on Wireless Networks, Las Vegas, U.S.A., E1
Funded Projects at Deakin
Australian Competitive Grants
Novel Audio Watermarking Techniques for Tracing Multimedia Piracy
Prof Yong Xiang, Prof Gleb Beliakov, Dr Longxiang Gao, Prof Wanlei Zhou
ARC Linkage - Projects
- 2021: $49,836
- 2020: $102,212
- 2019: $94,979
- 2018: $51,511
Privacy-Preserving Fog Information System in Infrastructure-Deficient Environments
Prof Yong Xiang, Dr Longxiang Gao, Dr Jiong Jin, Prof Tom Luan
ARC Linkage - Projects
- 2022: $100,416
- 2021: $95,133
- 2020: $87,730
Blockchain-Enabled Federated Learning for Secure and Decentralised Learning
Prof Yong Xiang, Dr Longxiang Gao, Prof John Yearwood
ARC - Discovery Projects
- 2024: $49,737
- 2023: $159,467
- 2022: $154,074
Other Public Sector Funding
Developing a preliminary image pre-processing algorithm to identify images containing wild animals
Prof Yong Xiang, Dr Longxiang Gao
Parks Victoria Grant - Research
- 2016: $14,000
- 2015: $14,000
Improving the efficiency of remote cameras as a monitoring tool: Development of an advanced pre-processing algorithm to identify images containing wild animals
Prof Yong Xiang, Dr Longxiang Gao
Parks Victoria Grant - Research
- 2016: $10,000
Communicating Victoria¿s environmental condition ¿ next steps for the Yarra & Bay website and its Report Card analysis tool INT274 - AMSI Indivarie Ubhayaratne
Prof Yong Xiang, Ms Kongalage Nishchitha Indivarie Ubhayaratne, Dr Longxiang Gao
EPAV Grant - Research - Environmental Protection Agency Victoria
- 2017: $14,750
Industry and Other Funding
Improving wireless server capacity and efficiency using advanced wireless techniques
Prof Yong Xiang, Dr Longxiang Gao
Flag Explore
- 2016: $30,000
Novel Audio Watermarking Techniques for Tracing Multimedia Piracy
Prof Yong Xiang, Prof Gleb Beliakov, Dr Longxiang Gao, Prof Wanlei Zhou
Flag Explore
- 2020: $30,000
- 2019: $30,000
- 2018: $30,000
Developing a Location Aware Fog Computing Prototype used on Vehicles
Dr Longxiang Gao, Prof Yong Xiang
Flag Explore
- 2018: $10,000
- 2017: $20,000
Information Oriented Fog Servers in National Parks
Prof Yong Xiang, Dr Longxiang Gao, Dr Atul Sajjanhar
Telematics Course Development Fund Trust Grant - Research
- 2017: $50,000
Decision-Making Systems for Developing and Improving Online Games
Prof Yong Xiang, Dr Longxiang Gao
Beijing Shandesitong Technology Pty Ltd
- 2018: $59,994
- 2017: $60,000
Business process Development, Information Management and Data Analytics for Performance Benchmarking - AMSI Internship - Febrianti Widyahastuti
Dr Longxiang Gao, Miss Febrianti Widyahastuti
Aurecon Group Pty Ltd
- 2018: $20,500
Bot Attack and Defence in Online Social Media Using Unsupervised Machine Learning.
Dr Longxiang Gao, Prof Yong Xiang
Sandstone Pty Ltd
- 2020: $30,000
- 2019: $60,000
- 2018: $60,000
Deakin Blockchain Innovation Lab - Project HCT
Prof Yong Xiang, Dr Longxiang Gao
HealthChain Technology Pty Ltd, Gaia Blockchain Pty Ltd
- 2020: $176,333
- 2018: $352,667
Privacy-Preserving Fog Information System in Infrastructure-Deficient Environments
Prof Yong Xiang, Dr Longxiang Gao, Dr Jiong Jin, Prof Tom Luan
Sandstone Pty Ltd
- 2022: $96,000
- 2021: $60,000
- 2020: $60,000
Improving Security and Efficiency of Educational Supply Chain System using Blockchain Technology.
Dr Longxiang Gao, Dr Shang Gao, A/Prof William Yeoh, Prof Yong Xiang
Ausmotive Group Pty Ltd
- 2023: $40,000
- 2022: $40,000
- 2020: $40,000
Blockchain Enabled Al Driven E-Marking Platform
Dr Longxiang Gao, Prof Yong Xiang
TopExcel Pty Ltd
- 2021: $60,493
- 2020: $192,000
Blockchain Enabled Al Driven E-Marking Platform - PhD Scholarship
Dr Atul Sajjanhar, Dr Longxiang Gao, Prof Yong Xiang
TopExcel Pty Ltd
- 2021: $28,000
- 2020: $28,000
Supervisions
Lei Cui
Thesis entitled: Data Security and Privacy in Complex Networks
Doctor of Philosophy (Information Technology), School of Information Technology
Youyang Qu
Thesis entitled: Privacy-Preserving Big Data Sharing in Modern Networks
Doctor of Philosophy (Information Technology), School of Information Technology
Xiaodong (Tony) Wang
Thesis entitled: Data analysis and privacy preserving in Fog Computing
Doctor of Philosophy (Information Technology), School of Information Technology
Gu (Bruce) Shujun
Thesis entitled: Fog Computing and its Privacy Issues
Doctor of Philosophy (Information Technology), School of Information Technology
Abid Mehmood
Thesis entitled: Identity, Location and Query Privacy for Smart Devices
Doctor of Philosophy (Information Technology), School of Information Technology
Walaa Khashlan Yesser Alajali
Thesis entitled: Data-Driven Models for Intelligent Transportation Systems
Doctor of Philosophy (Information Technology), School of Information Technology
Ahmed Raad Abdul Hussein Al-Sudani
Thesis entitled: Trust Management in RFID Critical Applications
Doctor of Philosophy (Information Technology), School of Information Technology