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2025

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Computer Science

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  • 2025 - Research.com Rising Stars Award

Overview

Zhan Qin is affiliated with Zhejiang University in China and is active in the field of Computer Science, with a research focus spanning several subfields and topics. The scientist's work covers areas such as Artificial Intelligence, Information Systems, Signal Processing, Computer Vision and Pattern Recognition, and Computer Networks and Communications.

The main topics of Zhan Qin's research include:

  • Adversarial Robustness in Machine Learning
  • Privacy-Preserving Technologies in Data
  • Advanced Malware Detection Techniques
  • Anomaly Detection Techniques and Applications
  • Internet Traffic Analysis and Secure E-voting
  • Network Security and Intrusion Detection
  • Cryptography and Data Security

Zhan Qin has published extensively in several venues, with a particular concentration in the following:

  • arXiv (Cornell University)
  • IEEE Transactions on Dependable and Secure Computing
  • IEEE Transactions on Information Forensics and Security
  • Proceedings of the VLDB Endowment
  • Proceedings of the ACM on Management of Data

Recent papers authored or co-authored by Zhan Qin include:

  • Adversarial Attacks and Defenses in Deep Learning, 2020, Engineering
  • Feature Importance-aware Transferable Adversarial Attacks, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • e-PoS: Making Proof-of-Stake Decentralized and Fair, 2021, IEEE Transactions on Parallel and Distributed Systems
  • Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems, 2022, ACM Computing Surveys
  • MsDroid: Identifying Malicious Snippets for Android Malware Detection, 2022, IEEE Transactions on Dependable and Secure Computing

Zhan Qin frequently collaborates with other researchers, with notable co-authors including Kui Ren, Zhibo Wang, Jian Lou, and Xiaochen Li. Collaboration with Kui Ren appears with significant frequency, reflecting repeated joint research efforts.

Best Publications

  • A Privacy-Preserving and Copy-Deterrence Content-Based Image Retrieval Scheme in Cloud Computing

    Zhihua Xia;Xinhui Wang;Liangao Zhang;Zhan Qin

  • Adversarial Attacks and Defenses in Deep Learning

    Kui Ren;Tianhang Zheng;Zhan Qin;Xue Liu

  • Heavy Hitter Estimation over Set-Valued Data with Local Differential Privacy

    Zhan Qin;Yin Yang;Ting Yu;Issa Khalil

  • Generating Synthetic Decentralized Social Graphs with Local Differential Privacy

    Zhan Qin;Ting Yu;Yin Yang;Issa Khalil

  • Towards Privacy-Preserving Content-Based Image Retrieval in Cloud Computing

    Zhihua Xia;Yi Zhu;Xingming Sun;Zhan Qin

  • Feature Importance-Aware Transferable Adversarial Attacks

    Zhibo Wang;Hengchang Guo;Zhifei Zhang;Wenxin Liu

  • GANobfuscator: Mitigating Information Leakage Under GAN via Differential Privacy

    Chugui Xu;Ju Ren;Deyu Zhang;Yaoxue Zhang

  • The Security of Autonomous Driving: Threats, Defenses, and Future Directions

    Kui Ren;Qian Wang;Cong Wang;Zhan Qin

  • Real-Time and Spatio-Temporal Crowd-Sourced Social Network Data Publishing with Differential Privacy

    Qian Wang;Yan Zhang;Xiao Lu;Zhibo Wang

  • Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems

    Chenglin Miao;Wenjun Jiang;Lu Su;Yaliang Li

  • Towards Efficient Privacy-preserving Image Feature Extraction in Cloud Computing

    Zhan Qin;Jingbo Yan;Kui Ren;Chang Wen Chen

  • Cost-Friendly Differential Privacy for Smart Meters: Exploiting the Dual Roles of the Noise

    Zijian Zhang;Zhan Qin;Liehuang Zhu;Jian Weng

  • Securing SIFT: Privacy-Preserving Outsourcing Computation of Feature Extractions Over Encrypted Image Data

    Shengshan Hu;Qian Wang;Jingjun Wang;Zhan Qin

  • ASAP: An Anonymous Smart-Parking and Payment Scheme in Vehicular Networks

    Liehuang Zhu;Meng Li;Zijian Zhang;Zhan Qin

  • DPPro: Differentially Private High-Dimensional Data Release via Random Projection

    Chugui Xu;Ju Ren;Yaoxue Zhang;Zhan Qin

  • Towards Achieving Keyword Search over Dynamic Encrypted Cloud Data with Symmetric-Key Based Verification

    Xinrui Ge;Jia Yu;Hanlin Zhang;Chengyu Hu

  • Learning-based Practical Smartphone Eavesdropping with Built-in Accelerometer.

    Zhongjie Ba;Tianhang Zheng;Xinyu Zhang;Zhan Qin

  • Analyzing Subgraph Statistics from Extended Local Views with Decentralized Differential Privacy

    Haipei Sun;Xiaokui Xiao;Issa Khalil;Yin Yang

  • ${\ssr{PriWhisper}}$ : Enabling Keyless Secure Acoustic Communication for Smartphones

    Bingsheng Zhang;Qin Zhan;Si Chen;Muyuan Li

  • EveDroid: Event-Aware Android Malware Detection Against Model Degrading for IoT Devices

    Tao Lei;Zhan Qin;Zhibo Wang;Qi Li

Frequent Co-Authors

Kui Ren
Kui Ren Zhejiang University
Cong Wang
Cong Wang City University of Hong Kong
Liehuang Zhu
Liehuang Zhu Beijing Institute of Technology
Zhibo Wang
Zhibo Wang Wuhan University
Ting Yu
Ting Yu Mohamed bin Zayed University of Artificial Intelligence
Yaliang Li
Yaliang Li Alibaba Group (China)
Lu Su
Lu Su Purdue University West Lafayette
Jing Gao
Jing Gao Purdue University West Lafayette
Jian Weng
Jian Weng Jinan University
Ju Ren
Ju Ren Tsinghua University

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