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Siwei Lyu

University at Buffalo

61H-index
390Paper Count
1.7WCitation Count
Published Papers 41
Publication Date
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Attacks in Adversarial Machine Learning: A Systematic Survey from the Lifecycle Perspective
errInternational Journal of Computer Vision
IF9.3
err2026-04-07
err0
PREAI
errBaoyuan Wu; Zihao Zhu; Li Liu; Qingshan Liu; Zhaofeng He; Siwei Lyu
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Exploring the Potential of Class-Specific Encoding for Few-Shot Object Detection
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-01-05
err0
PREAI
errWei Zhou; Zongling Li; Shu Hu; Shanmin Yang; Tao Wu; Siwei Lyu; Ying Fu; Xi Wu; Xin Wang
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errSave
Framing digital inauthenticity: Comparing user detection of AI-generated faces to messaged-based scam methods
errACTA PSYCHOLOGICA
IF2.7
err2025-12-01
err0
errOAAI
errSarno, Dawn M.; Solorio, John; Ballar, Shea; Chadwick, Sydney; Harris, Kelsey; Moss, Daniel; Lyu, Siwei
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errSave
Forensic deepfake audio detection using segmental speech features
errFORENSIC SCIENCE INTERNATIONAL
IF2.5
err2025-12-01
err0
PREAI
errYang, Tianle; Sun, Chengzhe; Lyu, Siwei; Rose, Phil
errShare
errSave
Geometric regularity in deterministic sampling dynamics of diffusion-based generative models*
errJOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
IF1.9
err2025-12-01
err0
PREAI
errChen, Defang; Zhou, Zhenyu; Wang, Can; Lyu, Siwei
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errSave
CrossDF: improving cross-domain deepfake detection with deep information decomposition
errFRONTIERS IN BIG DATA
IF2.3
err2025-11-18
err0
errOAAI
errYang, Shanmin; Guo, Hui; Hu, Shu; Zhu, Bin; Fu, Ying; Lyu, Siwei; Wu, Xi; Wang, Xin
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errSave
A self-learning multimodal approach for fake news detection
errFrontiers in Artificial Intelligence
IF4.7
err2025-11-06
err0
errOAAI
errHao Chen; Yue Yu; Hui Guo; Baochen Hu; Shu Hu; Jinrong Hu; Siwei Lyu; Xi Wu; Ching-Sheng Lin; Xin Wang
errShare
errSave
RL-I2IT: Image-to-image translation with deep reinforcement learning
errNeural Networks
IF6.3
err2025-10-29
err0
PREAI
errJing Hu; Ziwei Luo; Chengming Feng; Shu Hu; Bin Zhu; Xi Wu; Xin Li; Hongtu Zhu; Siwei Lyu; Xin Wang
errShare
errSave
Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection
erracm transactions on multimedia computing communications and applications
IF0
err2025-07-24
err0
PREAI
errXin Wang; Ting Yu Tsai; Li Lin; Hui Guo; Shu Hu; Ming-Ching Chang; Pradeep K. Atrey; Siwei Lyu
errShare
errSave
ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech
errcomputer speech and language
IF0
err2025-05-28
err0
errOAAI
errXin Wang; Héctor Delgado; Hemlata Tak; Jee-weon Jung; Hye-jin Shim; Massimiliano Todisco; Ivan Kukanov; Xuechen Liu; Md Sahidullah; Tomi Kinnunen; Nicholas Evans; Kong Aik Lee; Junichi Yamagishi; Myeonghun Jeong; Ge Zhu; Yongyi Zang; You Zhang; Soumi Maiti; Florian Lux; Nicolas Müller; Wangyou Zhang; Chengzhe Sun; Shuwei Hou; Siwei Lyu; Sébastien Le Maguer; Cheng Gong; Hanjie Guo; Liping Chen; Vishwanath Singh
errShare
errSave
Dense Feature Interaction Network for Image Inpainting Localization
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2025-01-01
err0
errOAAI
errYao, Ye; Han, Tingfeng; Jia, Shan; Lyu, Siwei
errShare
errSave
ForensicsForest Family: A Series of Multi-Scale Hierarchical Cascade Forests for Detecting GAN-Generated Faces
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err0
errOAAI
errLu, Jiucui; Zhou, Jiaran; Dong, Junyu; Li, Bin; Lyu, Siwei; Li, Yuezun
errShare
errSave
FakeTracer: Catching Face-Swap DeepFakes via Implanting Traces in Training
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-01-01
err0
errOAAI
errSun, Pu; Qi, Honggang; Li, Yuezun; Lyu, Siwei
errShare
errSave
ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-11-01
err15
PREAI
errDing, Feng; Shen, Zhangyi; Zhu, Guopu; Kwong, Sam; Zhou, Yicong; Lyu, Siwei
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errSave
Robust Scene Parsing by Mining Supportive Knowledge From Dataset
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-05-01
err3
PREAI
errLuo, Ao; Yang, Fan; Li, Xin; Li, Yuezun; Jiao, Zhicheng; Cheng, Hong; Lyu, Siwei
errShare
errSave
Attention Guided Policy Optimization for 3D Medical Image Registration
errIEEE ACCESS
IF3.6
err2023-01-01
err4
errOAAI
errHu, Jing; Shuai, Zhikun; Wang, Xin; Hu, Shu; Sun, Shanhui; Lyu, Siwei; Wu, Xi
errShare
errSave
Learning a deep dual-level network for robust DeepFake detection
errPATTERN RECOGNITION
IF7.6
err2022-10-01
err25
PREAI
errPu, Wenbo; Hu, Jing; Wang, Xin; Li, Yuezun; Hu, Shu; Zhu, Bin; Song, Rui; Song, Qi; Wu, Xi; Lyu, Siwei
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errSave
LandmarkGAN: Synthesizing faces from landmarks
errPATTERN RECOGNITION LETTERS
IF3.3
err2022-09-01
err4
errOAAI
errSun, Pu; Li, Yuezun; Qi, Honggang; Lyu, Siwei
errShare
errSave
DE-GAN: Domain Emb e dde d GAN for High Quality Face Image Inpainting
errPATTERN RECOGNITION
IF7.6
err2022-04-01
err52
PREAI
errZhang, Xian; Wang, Xin; Shi, Canghong; Yan, Zhe; Li, Xiaojie; Kong, Bin; Lyu, Siwei; Zhu, Bin; Lv, Jiancheng; Yin, Youbing; Song, Qi; Wu, Xi; Mumtaz, Imran
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errSave
Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces
errIEEE ACCESS
IF3.6
err2022-01-01
err21
errOAAI
errGuo, Hui; Hu, Shu; Wang, Xin; Chang, Ming-Ching; Lyu, Siwei
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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刘玮 (Wei Liu)
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Qingming Huang
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