Update in Sept. 2024
Research Assistant Professor (助理研究员) in SCSE, SJTU
Intelligent Network and Trusted Computing Laboratory (INTCL)
Lab Director: Prof. Linghe Kong
junqin.huang@sjtu.edu.cn; me@huangjunqin.com
Google Scholar
GitHub
Chinese CV (中文简历)
Research Interests: Blockchain, Internet of Things, Data Security, Trusted Computing
Ph.D., Computer Technology
Advisor: Professor Linghe Kong
M.E., Computer Technology
Advisor: Professor Linghe Kong
B.E., Computer Science and Technology
@article{ChengTIFS2023Conditional, author = {Cheng, Guanjie and Huang, Junqin and Wang, Yewei and Zhao, Jun and Kong, Linghe and Deng, Shuiguang and Yan, Xueqiang}, title = {Conditional Privacy-Preserving Multi-Domain Authentication and Pseudonym Management for 6G-Enabled IoV}, year = {2023}, journal = {IEEE Transactions on Information Forensics & Security}, volume = {}, number = {}, pages = {1-15}, doi={10.1109/TIFS.2023.3314211} }
@article{HuangTOSN2024Secure, author = {Huang, Junqin and Kong, Linghe and Wang, Jingwei and Chen, Guihai and Gao, Jianhua and Huang, Gang and Khan, Muhammad Khurram}, title = {Secure Data Sharing over Vehicular Networks Based on Multi-Sharding Blockchain}, year = {2024}, journal = {ACM Transactions on Sensor Networks}, volume = {20}, number = {2}, articleno = {31}, numpages = {23}, doi = {10.1145/3579035} }
@article{HuangTMC2024BlockSense, author={Huang, Junqin and Kong, Linghe and Cheng, Long and Dai, Hong-Ning and Qiu, Meikang and Chen, Guihai and Liu, Xue and Huang, Gang}, journal={IEEE Transactions on Mobile Computing}, title={BlockSense: Towards Trustworthy Mobile Crowdsensing via Proof-of-Data Blockchain}, year={2024}, volume={23}, number={2}, pages={1016-1033}, doi={10.1109/TMC.2022.3230758} }
@article{HuangNetwork2023BFL, author={Huang, Junqin and Kong, Linghe and Chen, Guihai and Xiang, Qiao and Chen, Xi and Liu, Xue}, journal={IEEE Network}, title={Blockchain-based Federated Learning: A Systematic Survey}, year={2023}, volume={37}, number={6}, pages={150-157}, doi={10.1109/MNET.129.2200346} }
@article{KongCSUR2022Edge, author={Kong, Linghe and Tan, Jinlin and Huang, Junqin and Chen, Guihai and Wang, Shuaitian and Jin, Xi and Zeng, Peng and Khan, Muhammad K. and Das, Sajal K.}, title={Edge-Computing-Driven Internet of Things: A Survey}, year={2022}, journal={ACM Computing Surveys}, volume={55}, number={8}, articleno = {174}, numpages = {41}, doi = {10.1145/3555308} }
@article{DuanTITS2022AISChain, author={Duan, Yongshuai and Huang, Junqin and Lei, Jiale and Kong, Linghe and Lv, Yibin and Lin, Zhiliang and Chen, Guihai and Khan, Muhammad Khurram}, journal={IEEE Transactions on Intelligent Transportation Systems}, title={AISChain: Blockchain-Based AIS Data Platform With Dynamic Bloom Filter Tree}, year={2022}, volume={24}, number={2}, pages={2332-2343}, doi={10.1109/TITS.2022.3188691} }
@article{LeiTITS2022DeFLoc, author={Lei, Jiale and Huang, Junqin and Kong, Linghe and Chen, Guihai and Khan, Muhammad Khurram}, journal={IEEE Transactions on Intelligent Transportation Systems}, title={DeFLoc: Deep Learning Assisted Indoor Vehicle Localization Atop FM Fingerprint Map}, year={2022}, volume={23}, number={10}, pages={19795-19806}, doi={10.1109/TITS.2022.3163539} }
@article{XuTITS2022PVTSC, author={Xu, Kangjie and Huang, Junqin and Kong, Linghe and Yu, Jiadi and Chen, Guihai}, journal={IEEE Transactions on Intelligent Transportation Systems}, title={PV-TSC: Learning to Control Traffic Signals for Pedestrian and Vehicle Traffic in 6G Era}, year={2022}, volume={24}, number={7}, pages={7552-7563}, doi={10.1109/TITS.2022.3156816} }
@article{HuangTII2020Blockchain, author={Huang, Junqin and Kong, Linghe and Dai, Hong-Ning and Ding, Weiping and Cheng, Long and Chen, Guihai and Jin, Xi and Zeng, Peng}, journal={IEEE Transactions on Industrial Informatics}, title={Blockchain-Based Mobile Crowd Sensing in Industrial Systems}, year={2020}, volume={16}, number={10}, pages={6553-6563}, doi={10.1109/TII.2019.2963728} }
@article{HuangTII2019Secure, author={Huang, Junqin and Kong, Linghe and Chen, Guihai and Wu, Min-You and Liu, Xue and Zeng, Peng}, journal={IEEE Transactions on Industrial Informatics}, title={Towards Secure Industrial IoT: Blockchain System With Credit-Based Consensus Mechanism}, year={2019}, volume={15}, number={6}, pages={3680-3689}, doi={10.1109/TII.2019.2903342} }
@inproceedings{HuangWWW2024Advancing, title={Advancing Web 3.0: Making Smart Contracts Smarter on Blockchain}, author={Huang, Junqin and Kong, Linghe and Cheng, Guanjie and Xiang, Qiao and Chen, Guihai and Huang, Gang and Liu, Xue}, booktitle={Proceedings of the ACM Web Conference 2024}, pages = {1549–1560}, year={2024}, doi = {10.1145/3589334.3645319} }
@inproceedings{TangGLOBECOM2023Relayer, author={Tang, Hong and Huang, Junqin and Liu, Kai and Kong, Linghe and Chen, Guihai and Cao, Shuangxi and Niu, Chuyan and Wei, Yufeng}, booktitle={2023 IEEE Global Communications Conference (GLOBECOM)}, title={Relayer-enabled Sharding Blockchain for Satellite Internet with High Concurrency}, year={2023}, pages={7580-7585}, doi={10.1109/GLOBECOM54140.2023.10437472} }
@inproceedings{WangGLOBECOM2021Privacy, author={Wang, Jingwei and Huang, Junqin and Kong, Linghe and Chen, Guihai and Zhou, Dianle and Rodrigues, Joel J.P. C.}, booktitle={2021 IEEE Global Communications Conference (GLOBECOM)}, title={A Privacy-Preserving Vehicular Data Sharing Framework atop Multi-Sharding Blockchain}, year={2021}, pages={1-6}, doi={10.1109/GLOBECOM46510.2021.9685366} }
@inproceedings{HuangICDCS2019BIoT, author={Huang, Junqin and Kong, Linghe and Chen, Guihai and Cheng, Long and Wu, Kaishun and Liu, Xue}, booktitle={2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS)}, title={B-IoT: Blockchain Driven Internet of Things with Credit-Based Consensus Mechanism}, year={2019}, pages={1348-1357}, doi={10.1109/ICDCS.2019.00135} }
@inproceedings{HuangMobiArch2021Learning, title = {Learning-based Congestion Control Simulator for Mobile Internet Education}, author = {Huang, Junqin and Kong, Linghe and Wu, jiejian and Liu, Yutong and Li, Yuchen and Wang, Zhe}, year = {2021}, booktitle = {Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch '21)}, pages = {1–6}, numpages = {6} }
@inproceedings{HuangHotICN2018Blockchain, author={Huang, Junqin and Kong, Lingkun and Kong, Linghe and Liu, Zhen and Liu, Zhiqiang and Chen, Guihai}, booktitle={2018 1st IEEE International Conference on Hot Information-Centric Networking (HotICN)}, title={Blockchain-based Crowd-sensing System}, year={2018}, pages={234-235}, doi={10.1109/HOTICN.2018.8605960} }
@incollection{HuangSmart2019Outlier, title={Outlier discrimination and correction in intelligent transportation systems}, author={Huang, Junqin and Kong, Linghe and Chen, Guihai}, booktitle={Smart Cities Cybersecurity and Privacy}, pages={203--215}, year={2019}, publisher={Elsevier} }
To address the current problems of data quality, data validation, and insufficient security and privacy in data sharing of intelligent transportation, we explore the multi-party data validation and sharing technology of intelligent transportation based on blockchain. For data quality, a privacy data quality assessment technology based on zero-knowledge proof and homomorphic obfuscation is designed; for data validation, a blockchain data validation platform based on double signatures and Bloom filter trees is designed; for data sharing, a blockchain vehicle data sharing framework based on zero-knowledge proof and multi-sharding technology is designed, and a blockchain-based federated learning system is also explored to provide a secure model data sharing foundation.
In view of the current security and trust problems of satellite Internet in communication networking, this project proposes to carry out research on blockchain distributed and trusted communication networking technology for satellite Internet. This project focuses on three key issues: satellite network architecture, transmission efficiency, and trust assessment, and focuses on three aspects: blockchain cross-sharding mechanism, end-to-end transmission strategy selection and network node trust assessment mechanism under the multi-layer architecture of satellite Internet, to ensure that the demand of distributed blockchain satellite network with high reliability, low latency and zero trust is met.
Based on the analysis of existing microarchitecture-independent features, we can further mine more valuable load microarchitecture-independent features, or mine more fine-grained information from existing microarchitecture-independent features and characterize them quantitatively, so that the quantitative values of feature performance can guide the microarchitecture design. The output of this project not only can guide the design of microarchitecture in hardware, but also in software, algorithm design, such as guiding the design of cache prefetching and replacement algorithm strategy exploration.
Existing central gateway-based IoT systems are vulnerable to single point of failure and malicious attacks and cannot provide stable services, while the decentralized, tamper-evident, and traceable features of blockchain offer the possibility to enhance the security of IoT systems. This project explores a lightweight blockchain based on the DAG structure and designs a credit-value-based proof-of-work mechanism for dynamically regulating the transaction rates of honest and malicious nodes to achieve a balance between system security and efficiency.