Lyu, Siwei

Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics

Li, Y., Yang, X., Sun, P., Qi, H., & Lyu, S. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 1,846

Exposing Deep Fakes Using Inconsistent Head Poses

Yang, X., Li, Y., & Lyu, S. (2019) · ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Digital Media Forensic DetectionFace recognition and analysis

Cited by 1,196

In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking

Li, Y., Chang, M.-C., & Lyu, S. (2018) · 2018 IEEE International Workshop on Information Forensics and Security (WIFS)

Digital Media Forensic DetectionFace recognition and analysis

Cited by 1,089

UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking

Wen, L., Du, D., Cai, Z., Lei, Z., Chang, M.-C., Qi, H., Lim, J., Yang, M.-H., & Lyu, S. (2020) · Computer Vision and Image Understanding

Video Surveillance and Tracking MethodsAutonomous Vehicle Technology and Safety

Cited by 804

Exposing DeepFake Videos By Detecting Face Warping Artifacts

Li, Y., & Lyu, S. (2018) · arXiv

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 785

Deepfake Detection: Current Challenges and Next Steps

Lyu, S. (2020) · 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)

Digital Media Forensic DetectionMisinformation and Its Impacts

Cited by 234

Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection

Yan, Z., Luo, Y., Lyu, S., Liu, Q., & Wu, B. (2024) · 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 166

Exposing image splicing with inconsistent local noise variances

Pan, X., Zhang, X., & Lyu, S. (2012) · 2012 IEEE International Conference on Computational Photography (ICCP)

Digital Media Forensic DetectionAdvanced Steganography and Watermarking Techniques

Cited by 120

GAN-Generated Faces Detection: A Survey and New Perspectives

Wang, X., Guo, H., Hu, S., Chang, M.-C., & Lyu, S. (2023) · Frontiers in Artificial Intelligence and Applications

Digital Media Forensic DetectionFace recognition and analysis

Cited by 98

GAN-generated Faces Detection: A Survey and New Perspectives

Wang, X., Guo, H., Hu, S., Chang, M.-C., & Lyu, S. (2022) · arXiv

Digital Media Forensic DetectionFace recognition and analysis

Cited by 98

AI-Synthesized Voice Detection Using Neural Vocoder Artifacts

Sun, C., Jia, S., Hou, S., & Lyu, S. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Speech Recognition and SynthesisMusic and Audio Processing

Cited by 81

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results

Li, Y., Zhang, Y., Timofte, R., Van Gool, L., Yu, L., Li, Y., Li, X., Jiang, T., Wu, Q., Han, M., et al. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Advanced Image Processing TechniquesAdvanced Neural Network Applications

Cited by 72

Guided attention network for object detection and counting on drones

YuanQiang, C., Du, D., Zhang, L., Wen, L., Wang, W., Wu, Y., & Lyu, S. (2020) · Proceedings of the 28th ACM International Conference on Multimedia

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 58

Integrating Audio-Visual Features For Multimodal Deepfake Detection

Muppalla, S., Jia, S., & Lyu, S. (2023) · 2023 IEEE MIT Undergraduate Research Technology Conference (URTC)

Digital Media Forensic DetectionMisinformation and Its Impacts

Cited by 46

ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech

Wang, X., Delgado, H., Tak, H., Jung, J.-W., Shim, H.-J., Todisco, M., Kukanov, I., Liu, X., Sahidullah, M., Kinnunen, T., et al. (2026) · Computer Speech & Language

Speech Recognition and SynthesisBiometric Identification and Security

Cited by 30

Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction

Sun, P., Li, Y., Qi, H., & Lyu, S. (2020) · 2020 IEEE International Workshop on Information Forensics and Security (WIFS)

Digital Media Forensic DetectionFace recognition and analysis

Cited by 27

Generating Higher-Quality Anti-Forensics DeepFakes with Adversarial Sharpening Mask

Fan, B., Ding, F., Zhu, G., Huang, J., Kwong, S., Atrey, P., & Lyu, S. (2025) · ACM Transactions on Multimedia Computing, Communications, and Applications

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 8