Yihao Huang (黄怿豪)

Research Fellow
Nanyang Technological University (NTU)
Email: huangyihao22@gmail.com

I am a research fellow in Cyber Security Lab (CSL), NTU, Singapore, advised by Prof. Yang Liu, Dr. Qing Guo and Dr. Felix Juefei Xu. I got Ph.D. from East China Normal University (ECNU), Shanghai, China (2017-2022), supervised by Prof. Geguang Pu and Prof. Weikai Miao. I also received my B.S. degree from ECNU (2013-2017).

My research interests are in:

Quick links to find me:



  1. Evading DeepFake Detectors via Adversarial Statistical Consistency
    Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao
    IEEE/CVF Conference on Computer Vision and Pattern Recognition
    CVPR 2023 (CCF-A)

  2. Countering Malicious DeepFakes: Survey, Battleground, and Horizon
    Felix Juefei-Xu, Run Wang, Yihao Huang, Qing Guo, Lei Ma, Yang Liu
    International Journal of Computer Vision
    IJCV 2022 (CCF-A) pdf

  3. FakeLocator: Robust Localization of GAN-Based Face Manipulations
    Yihao Huang, Felix Juefei-Xu, Qing Guo, Yang Liu, Geguang Pu
    IEEE Transactions on Information Forensics and Security
    TIFS 2022 (CCF-A) pdf

  4. AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning
    Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu
    ACM International Conference on Multimedia
    ACM MM 2021 (CCF-A) pdf

  5. FREPA: an automated and formal approach to requirement modeling and analysis in aircraft control domain
    Jincao Feng, Weikai Miao, Hanyue Zheng, Yihao Huang, Jianwen Li, Zheng Wang, Ting Su, Bin Gu, Geguang Pu, Mengfei Yang, Jifeng He
    Foundations of Software Engineering
    FSE 2020 (CCF-A) pdf

  6. DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices
    Run Wang, Felix Juefei-Xu, Yihao Huang, Qing Guo, Xiaofei Xie, Lei Ma, Yang Liu
    ACM International Conference on Multimedia
    ACM MM 2020 (CCF-A) pdf

  7. Amora: Black-box adversarial morphing attack
    Run Wang, Felix Juefei-Xu, Xiaofei Xie, Yihao Huang, Yang Liu
    ACM International Conference on Multimedia
    ACM MM 2020 (CCF-A) pdf

  8. FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction
    Yihao Huang, Felix Juefei-Xu, Run Wang, Qing Guo, Lei Ma, Xiaofei Xie, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu
    ACM International Conference on Multimedia
    ACM MM 2020 (CCF-A) pdf

  9. FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces
    Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu
    Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence
    IJCAI 2020 (CCF-A) pdf

  10. A Domain Experts Centric Approach to Formal Requirements Modeling and V&V of Embedded Control Software
    Weikai Miao, Qianqian Yan, Yihao Huang, Jincao Feng, Hanyue Zheng
    The 26th Asia-Pacific Software Engineering Conference
    APSEC 2019 (CCF-C) pdf

  11. Prema: A Tool for Precise Requirements Editing, Modeling and Analysis (Tool paper)
    Yihao Huang, Jincao Feng, Hanyue Zheng, Jiayi Zhu, Shang Wang, Siyuan Jiang, Weikai Miao, Geguang Pu
    The 34th IEEE/ACM International Conference on Automated Software Engineering
    ASE 2019 pdf




Journal: TCI, TCSVT