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Pan Zhou
ZHOU PAN
Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Gender:Male
Status:Employed
Department:Cyber Science And Engineering
Education Level:Postgraduate (Doctoral)
Degree:Doctoral Degree
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Scientific Research
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Paper Publications
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Jiawen Shi, Yixin Liu, Pan Zhou and Lichao Sun, “BadGPT: Exploring Security Vulnerabilities of ChatGPT via Backdoor Attacks to InstructGPT," Network and Distributed System Security Symposium (NDSS'23), poster publication, San Diego, California. 2023.
Zenghui Yuan, Yixin Liu, Kai Zhang, Pan Zhou and Lichao Sun, “Backdoor Attacks to Pre-trained Unied Foundation Models," Network and Distributed System Security Symposium (NDSS'23), poster publication, San Diego, California. 2023.
Yuanxin Zhuang, Chuan Shi, Mengmei Zhang, Jinghui Chen, Lingjuan Lyu, Pan Zhou, Lichao Sun, “Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks?," The 33rd USENIX Security Symposium (Usenix Security), pp. 1-18, 2024.
Cheng Wang, Zenghui Yuan, Pan Zhou, Zichuan Xu, Ruixuan Li, Dapeng Oliver Wu, ``The Security and Privacy of Mobile Edge Computing: An Articial Intelligence Perspective," IEEE Internet of Things Journal (IEEE IOT J), accepted and to appear in 2023..
Yunbo Tao, Daizong Liu, Pan Zhou, Yulai Xie, Wei Du, Wei Hu, ``3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack," International Conference on Computer Vision 2023 (IEEE ICCV), Paris, Oct 2-6, 2023.
Zenghui Yuan, Pan Zhou, Kai Zou, Yu Cheng, You Are Catching My Attention: Are Vision Transformers Bad Learners under Backdoor Attacks? 2023 Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR 2023), accepted and to appear.
Patents
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周潘,等; 一种认证半径引导攻击方法、优化训练方法及系统, 2021-09-14, 中国, CN202110583029.7 .
周潘,等;一种基于联邦学习的多用户协同训练人流统计方法及系统, 2021-09-14, 中国, CN202110559687.2.
周潘,等; 一种减轻DDoS攻击的方法、可编程交换机及SDN控制器, 2021-09-14, 中国, CN202110559686.8.
周潘,等; 基于动量的对人群计数模型的对抗样本生成方法及系统, 2021-09-21, 中国, CN202110588717.2 .
周潘,等;一种基于差分隐私聚合的图神经网络构建方法及构建系统, 2021-09-14, 中国, CN202110628333.9 .
周潘,等; 一种基于SDN和边缘计算的物联网隐私保护服务发现系统, 2021-09-14, 中国, CN202110588548.2 .
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