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:

• Machine Learning
• Computer Vision
• Security

Quick links to find me:

• Github
• Google Scholar
• DBLP

News

• One paper is accepted to CVPR 2023
• We are awarded the Best Paper Award in ECCV 2022 AROW workshop
• I obtained the Outstanding graduate of Shanghai 2022
• I obtained the National Graduate Fellowship 2022

Publications

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

Service

Reviewer

Conference: AAAI, CVPR, ICCV, IJCAI, ECCV

Journal: TCI, TCSVT