Welcome Dr. Xiaolei Liu ​from Institute of Computer Application, China Academy of Engineering Physics to be Committee Member!

日期:2020-03-16 点击量:  186次


刘小垒 - 副本.jpg

Dr. Xiaolei Liu, Institute of Computer Application, China Academy of Engineering Physics, China


Research Area:

AI security, Adversarial Example and Swarm Intelligence Optimization Algorithm


Research Experience:

Xiaolei Liu is an assistant research fellow in Institute of Computer Application, China Academy of Engineering Physics. He received the Ph.D. degree in software engineering from the University of Electronic and Technology of China (UESTC). His research interests include AI security, Adversarial Example and Swarm Intelligence Optimization Algorithm.

Publication:
[1] Liu X, Zhang X, Wan K, et al. Weighted-Sampling Audio Adversarial Example Attack[J]. AAAI, New York, USA, 2020. 
[2] Liu X, Zhang X, Guizani N, et al. TLTD: a testing framework for learning-based IoT traffic detection systems[J]. Sensors, 2018, 18(8): 2630. 
[3] Liu X, Zhuo Z, Du X, et al. Adversarial attacks against profile HMM website fingerprinting detection model[J]. Cognitive Systems Research, 2019, 54: 83-89. 
[4] Liu X, Du X, Zhang X, et al. Adversarial samples on android malware detection systems for IoT systems[J]. Sensors, 2019, 19(4): 974. 
[5]刘小垒,罗宇恒,邵林,张小松,朱清新. 对抗样本生成及攻防技术综述[J/OL]. 计算机应用研究. (中文核心)
[6] Liu X, Du X, Zhang X, et al. Evolution-algorithm-based unmanned aerial vehicles path planning in complex environment[J]. Computers & Electrical Engineering, 2019, 80: 106493. 
[7] Liu X, Zhang X, Jiang Y, et al. Modified t-distribution evolutionary algorithm for dynamic deployment of wireless sensor networks[J]. IEICE TRANSACTIONS on Information and Systems, 2016, 99(6): 1595-1602. 
[8] Liu X, Zhang X, Zhu Q. Enhanced fireworks algorithm for dynamic deployment of wireless sensor networks[C]//2017 2nd International Conference on Frontiers of Sensors Technologies (ICFST). IEEE, 2017: 161-165.