计算机与信息工程学院

杜侠


杜侠

男,1993.03,博士,讲师,厦门市高层次留学人才。

Email: duxia@xmut.edu.cn


教育背景:

· 2015/09-2021/10,澳门大学,电脑科学,博士

· 2011/09-2015/06,吉林大学珠海学院(现更名为珠海科技学院),通信工程专业,工学学士

工作经历:

· 2022/04 - 至今,厦门理工学院,计算机与信息工程学院,讲师


研究方向:

图像处理、机器学习、语音识别、对抗性机器学习


近五年重要著作、论文、专利:

1. Xia. Du, C.-M. Pun,“Adversarial Image Attacks Using Multi-Sample and Most-Likely Ensemble Methods,” Proceedings of the 28th ACM International Conference on Multimedia (ACM MM), 2020. (CCF A多媒体顶级会议).

2. Xia. Du, C.-M. Pun and Z. Zhang, “A Unified Framework for Detecting Audio Adversarial Examples,” Proceedings of the 28th ACM International Conference on Multimedia (ACM MM), 2020. (CCF A多媒体顶级会议).

3. Xia. Du and C.-M. Pun, “Robust Audio Patch Attacks Using Physical Sample Simulation and Adversarial Patch Noise Generation.”IEEE Transactions on Multimedia (TMM). 2021. (JCR一区,中科院一区,CCF B,影响因子:5.452)

4. Xia. Du and C.-M. Pun, “Physical World Image Attacks Using Adversarial Fast Autoaugmentation and Ensemble Methods.” Submitted to IEEE Transactions on Neural Networks and Learning Systems TNNLS. (已投在审,JCR一区,中科院一区,CCF B,影响因子:8.793)

5. Xia Du, Chi-Man Pun, An Adaptive Defense Framework for Adversarial Audio Attacks, Submitted to Information Sciences. (已投在审,JCR一区,中科院一区,影响因子:7.89

6. Xia Du, Chi-Seng Lam, Sai Weng Sin, Man-Kay Law, Franco Maloberti, Man-Chung Wong, Seng-Pan U, R. P. Martins, "A digital pwm controlled ky step-up converter based on frequency domain ΣΔ ADC", The 26th IEEE International Symposium on Industrial Electronics (ISIE 2017), pp.561-564, Jun-2017. SCI,EI 收录)

7. Xia Du, C. Lam, S. Sin, F. Maloberti, M. Wong, U. Seng-Pan, R. Martins, “A digital PWM controlled KY step-up converter based on passive sigma-delta modulator”, 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia (IFEEC 2017 - ECCE Asia), Jun-2017. SCI,EI 收录)


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