Publications

Journal Papers

  1. Qianqian Pan, Jun Wu, Ali Kashif Bashir, Jianhua Li and Jie Wu, “Side-Channel Fuzzy Analysis based AI-Model Extraction Attack with Information Theoretic Perspective in Intelligent IoT,” IEEE Transactions on Fuzzy Systems, 2022.
  2. Qianqian Pan, Jun Wu, Jamel Nebhen, Ali Kashif Bashir, Yu Su and Jianhua Li, “Artificial Intelligence-Based Energy Efficient Communication System for Intelligent Reflecting Surface-Driven VANETs,” IEEE Transactions on Computational Social Systems, 2022.
  3. Qianqian Pan, Jun Wu, Ali Kashif Bashir, Jianhua Li, Wu Yang and Yasser D. Al-Otaibi, “Joint Protection of Energy Security and Information Privacy for Energy Harvesting: An Incentive Federated Learning Approach,” IEEE Transactions on Industrial Informatics, vol. 18, no. 5, pp. 3473-3483, May 2022.
  4. Qianqian Pan, Jun Wu, Xi Zheng, Wu Yang and Jianhua Li, “Differential Privacy and IRS Empowered Intelligent Energy Harvesting for 6G Internet of Things ,” IEEE Internet of Things Journal, 2021.
  5. Qianqian Pan, Jun Wu, Jianhua Li, Wu Yang and Zhitao Guan, “Blockchain and AI Empowered Trust-Information-Centric Network for Beyond 5G,” IEEE Network, vol. 34, no. 6, pp. 38-45, November/December 2020.
  6. Qingjian Ni, Qianqian Pan, Huimin Du, Cen Cao and Yuqing Zhai, “A Novel Cluster Head Selection Algorithm Based on Fuzzy Clustering and Particle Swarm Optimization,” IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 14, no. 1, pp. 76-84, 1 Jan.-Feb. 2017.
  7. Qingjian Ni, Huimin Du, Qianqian Pan, Cen Cao and Yuqing Zhai, “An improved dynamic deployment method for wireless sensor network based on multi-swarm particle swarm optimization, ” Natural Computing, vol. 16, no. 1, pp. 5–13, 2017.

Conference Papers

  1. Qianqian Pan, Jun Wu, Xi Lin and Jianhua Li, “Side-Channel Analysis-Based Model Extraction on Intelligent CPS: An Information Theory Perspective,” 2021 IEEE International Conferences on Cyber, Physical and Social Computing (CPSCom), 2021, pp. 254-261. (IEEE Best Student Paper Award Runner-Up)
  2. Qianqian Pan, Qingjian Ni, Huimin Du, Yiyun Yao and Qing Lv, “An Improved Energy-Aware Cluster Heads Selection Method for Wireless Sensor Networks based on K-Means and Binary Particle Swarm Optimization,” International Conference in Swarm Intelligence, Springer, Cham, 2014, pp. 125-134.
  3. Huimin Du, Qingjian Ni, Qianqian Pan, Yiyun Yao and Qing Lv, “An Improved Particle Swarm Optimization-Based Coverage Control Method for Wireless Sensor Network, ” International Conference in Swarm Intelligence, Springer, Cham, 2014, pp. 114-124.