鍾婍 博士
助理教授 碩導
學校郵箱:qizhong@cityu.edu.mo
辦公電話:(853)8590 2263
辦公地址:澳門城市大學(氹仔)大豐樓T406室
學歷
2023,IT博士,迪肯大學,澳大利亞
2017,數學碩士,桂林電子科技大學,中國
2014,數學與應用數學學士,南昌航空大學,中國
現任
澳門城市大學數據科學學院助理教授
研究方向
機器學習模型的版權保護,機器學習後門,對抗性機器學習,雲、物聯網中的數據隱私保護
研究及出版
- Zhang X., Zhang Z., Zhong Q., Zheng X., Zhang Y., Hu S., & Zhang L. Y. (2023). Masked Language Model Based Textual Adversarial Example Detection. In AsiaCCS.
- Zhong Q., Zhang L. Y., Hu S., Gao L., Zhang J., & Xiang Y. (2022). Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting. In ICME.
- Abbasi B. H., Zhong Q., Zhang L. Y., Gao S., Kelly A. R., & Doss R. (2022). A Generic Enhancer for Backdoor Attacks on Deep Learning Networks. In ICONIP. (Abbasi B. H. and Zhong Q. are Co-first authors)
- Zhao F., Zhou L., Zhong Q.*, Lan R., & Zhang L. Y. (2022). Natural Backdoor Attacks on Deep Neural Networks via Raindrops. Security and Communication Networks. (Zhong Q. is the corresponding author)
- Zhong Q., Zhang L. Y., Zhang J., Gao L., & Xiang Y. (2020). Protecting IP of Deep Neural Networks with Watermarking: A New Label Helps. In PAKDD
- Li M., Zhong Q., Zhang L. Y., Du Y., Zhang J., & Xiang Y. (2020). Protecting the Intellectual Property of Deep Neural Networks with Watermarking: The Frequency Domain Approach. In TrustCom. (Li M. and Zhong Q. are Co-first authors)
- Song J., Zhong Q., Wang W., Su C., Tan Z., & Liu Y. (2020). FPDP: Flexible Privacy-preserving Data Publishing Scheme for Smart Agriculture. IEEE Sensors Journal.
- Liu Y., Zhong Q., Chang L., Xia Z., He D., & Cheng C. (2017). A Secure Data Backup Scheme Using Multi-factor Authentication. IET Information Security. (This paper receives The IET Information Security Premium Award in 2019.)
- Liu Y., Guo W., Zhong Q., & Yao G. (2017). LVAP: Lightweight V2I Authentication Protocol Using Group Communication in VANETs. International Journal of Communication Systems.
- Liu Y., Zhong Q., Xie M., Chen Z. (2017). A Novel Multiple-level Secret Image Sharing Scheme. Multimedia Tools and Applications.
- Liu Y., Zhong Q., Shen J., Chang C.C. (2017). A Novel Image Protection Scheme Using Bit-plane Compression and Secret Sharing. Journal of the Chinese Institute of Engineers.