A complete list can be found in my [Google Scholar].
* indicates corresponding author
Tian Dong, Han Qiu, Jialiang Lu, Meikang Qiu, and Chun Fan. “Towards Fast Network Intrusion Detection based on Efficiency-preserving Federated Learning.” IEEE ISPA 2021.
Xingshuo Han, Yuan Zhou, Kangjie Chen, Han Qiu*, Meikang Qiu, Yang Liu, Tianwei Zhang. “ADS-Lead: Lifelong Anomaly Detection in Autonomous Driving Systems.” IEEE Transactions on Intelligent Transportation Systems (2021).
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, and Yang Liu. “Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models.” IJCAI 2021.
Han Qiu, Yi Zeng, Qinkai Zheng, Shangwei Guo, Tianwei Zhang, and Hewu Li. “An Efficient Preprocessing-based Approach to Mitigate Advanced Adversarial Attacks.” IEEE Transactions on Computers (2021). [Code]
Han Qiu, Zeng Yi, Shangwei Guo, Tianwei Zhang, Meikang Qiu, and Bhavani Thuraisingham. “DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation.” ACM AsiaCCS 2021. [Paper][Code]
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, and Yang Liu. “Privacy-preserving Collaborative Learning with Automatic Transformation Search.” IEEE CVPR 2021, oral presentation. [Paper][Code]
Han Qiu, Tian Dong, Tianwei Zhang, Jialiang Lu, Gerard Memmi, and Meikang Qiu. “Adversarial Attacks against Network Intrusion Detection in IoT Systems.” IEEE Internet of Things Journal (2020).
Zhang, Tianzhu, Han Qiu, Leonardo Linguaglossa, Walter Cerroni, and Paolo Giaccone. “NFV Platforms: Taxonomy, Design Choices and Future Challenges.” IEEE Transactions on Network and Service Management (2020).
Han Qiu, Qinkai Zheng, Mounira Msahli, Gerard Memmi, Meikang Qiu, and Jialiang Lu. “Topological Graph Convolutional Network-Based Urban Traffic Flow and Density Prediction.” IEEE Transactions on Intelligent Transportation Systems (2020).
Yi Zeng, Han Qiu*, Gerard Memmi, and Meikang Qiu. “A Data Augmentation-based Defense Method Against Adversarial Attacks in Neural Networks.” Springer ICA3PP 2020 (best paper award).
Han Qiu, Qinkai Zheng, Tianwei Zhang, Meikang Qiu, Gerard Memmi, and Jialiang Lu. “Towards secure and efficient deep learning inference in dependable IoT systems.” IEEE Internet of Things Journal (2020).
Han Qiu, Qinkai Zheng, Gerard Memmi, Jialiang Lu, Meikang Qiu, and Bhavani Thuraisingham. “Deep Residual Learning-Based Enhanced JPEG Compression in the Internet of Things.” IEEE Transactions on Industrial Informatics (2020).
Han Qiu, Meikang Qiu, and Zhihui Lu. “Selective encryption on ECG data in body sensor network based on supervised machine learning.” Information Fusion (2020).
Han Qiu, Meikang Qiu, Meiqin Liu, and Gerard Memmi. “Secure health data sharing for medical cyber-physical systems for the healthcare 4.0.” IEEE journal of biomedical and health informatics (2020).
Han Qiu, Meikang Qiu, Meiqin Liu, and Zhong Ming. “Lightweight selective encryption for social data protection based on EBCOT coding.” IEEE Transactions on Computational Social Systems (2020).
Han Qiu, Qinkai Zheng, Meikang Qiu, and Gerard Memmi. “DC Coefficients Recovery from AC Coefficients in the JPEG Compression Scenario.” Springer SmartCom 2019 (best paper award).
Han Qiu, Katarzyna Kapusta, Zhihui Lu, Meikang Qiu, and Gerard Memmi. “All-Or-Nothing data protection for ubiquitous communication: Challenges and perspectives.” Information Sciences (2019).
Han Qiu, Meikang Qiu, Zhihui Lu, and Gerard Memmi. “An efficient key distribution system for data fusion in v2x heterogeneous networks.” Information Fusion (2019).
Han Qiu, Hassan Noura, Meikang Qiu, Zhong Ming, and Gerard Memmi. “A user-centric data protection method for cloud storage based on invertible DWT.” IEEE Transactions on Cloud Computing (2019).
Han Qiu, Meikang Qiu, and Ruqian Lu. “Secure v2x communication network based on intelligent pki and edge computing.” IEEE Network (2019).
Han Qiu, Meikang Qiu, Gerard Memmi, Zhong Ming, and Meiqin Liu. “A dynamic scalable blockchain based communication architecture for IoT.” Springer SmartBlock 2018.
Han Qiu, Nathalie Enfrin, and Gerard Memmi. “A case study for practical issues of DCT based bitmap selective encryption methods.” IEEE SSIC, 2018.
- Han Qiu, Gerard Memmi, and Hassan Noura. “An efficient secure storage scheme based on information fragmentation.” IEEE CSCloud 2017.
Gerard Memmi, Katarzyna Kapusta, and Han Qiu. “Data protection: Combining fragmentation, encryption, and dispersion.” IEEE SSIC 2015.
Han Qiu, and Gerard Memmi. “Fast selective encryption methods for bitmap images.” International Journal of Multimedia Data Engineering and Management (2015).
- Han Qiu, and Gerard Memmi. “Fast selective encryption method for bitmaps based on GPU acceleration.” IEEE ISM 2014.