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Huang Lifeng

Ph.D Candidate

Sun Yat-sen University

huanglf6@mail2.sysu.edu.cn



Research Interest

Adversarial Learning & Deep Learning & Robustness Analytic

Education

Sun Yat-sen University
2018.09 - Current

Working toward the Ph.D. degree in cyberspace security.


Sun Yat-sen University
2012.09 - 2015.07

Received the M.S. degree in computer applied technology.


Southwest Jiaotong University
2008.09 - 2012.07

Received the B.S. degree in network engineering.


Publication

Lifeng Huang, Chengying Gao, Wenzi Zhuang Liu Ning. Enhance Transferable Adversarial Examples Via Self-Augmentation. Proc. International Conference on Multimedia and Expo (ICME 2021, Accepted). [CCF-B] [Code]

Lifeng Huang, Chengying Gao, Yuyin Zhou, Changqing Zou, Cihang Xie, Alan Yuille, Ning Liu.  Universal Physical Camouflage Attacks on Object Detectors. Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020: 720-729. [CCF-A] [Code]

Ying Chen, Lifeng Huang, Chengying Gao, Liu Ning. Scale-aware Progressive Optimization Network. Proc. ACM International Conference on Multimedia (ACM MM), 2020: 2211-2219. [CCF-A]

黄立峰, 庄文梓, 廖泳贤, 刘宁.  一种基于进化策略和注意力机制的黑盒对抗攻击算法. 软件学报, 2020.

Xing wu, Lifeng Huang, Chengying Gao.  G-UAP: Generic Universal Adversarial Perturbation that Fools RPN-based Detectors. Proc. Asian Conference on Machine Learning (ACML), PMLR, 2019: 1204-1217. [CCF-C]

Lifeng Huang, Chengying Gao. Automatic garment modeling from front and back image. Proc. Pacific Graphics (PG short paper), 2014. [CCF-B]

Patent

Chengying Gao, Lifeng Huang, A 3D virtual modeling method based on garment images, China patent, 201410398595.0, February 15, 2017, granted.

Ning Liu, Lifeng Huang, A detection method for pedestrian images based on objection detection systems, China patent, 202010331352.0, August 11, 2020, publication.