Simon S. Woo
- FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset
2021/08/11 by Hasam Khalid, Khalid, Hasam, Shahroz Tariq +5 · 35 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #I.4.9 #I.5.4 #Multimedia (cs.MM) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework
2024/01/09 by Binh M. Le, Jiwon Kim, Le, Binh M. +9 · 1 voice · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning
2021/05/28 by Minha Kim, Kim, Minha, Shahroz Tariq +3 · 5 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Digital Media Forensic Detection
- T-GD: Transferable GAN-generated Images Detection Framework
2020/08/10 by Hyeonseong Jeon, Young Oh Bang, Jeon, Hyeonseong +5 · 5 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing Techniques and Applications
- Continuous Memory Representation for Anomaly Detection
2024/02/28 by Joo Chan Lee, Lee, Joo Chan, Taejune Kim +7 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models
2023/12/20 by Seunghoo Hong, Juhun Lee, Hong, Seunghoo +3 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Neural Network Laundering: Removing Black-Box Backdoor Watermarks from\n Deep Neural Networks
2020/04/22 by William Aiken, Hyoungshick Kim, Aiken, William +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly\n Supervised Learning
2021/05/13 by Sang Yup Lee, Shahroz Tariq, Lee, Sangyup +5 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images
2021/12/15 by Binh M. Le, Le, Binh M., Simon S. Woo +1 · 3 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- CFL-Net: Image Forgery Localization Using Contrastive Learning
2022/10/04 by Fahim Faisal Niloy, Kishor Kumar Bhaumik, Niloy, Fahim Faisal +3 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques
- Disrupting Diffusion-based Inpainters with Semantic Digression
2024/07/14 by Geonho Son, Son, Geonho, Juhun Lee +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Exploring the Impact of Moire Pattern on Deepfake Detectors
2024/07/15 by Razaib Tariq, Shahroz Tariq, Tariq, Razaib +3 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack
2021/03/01 by Shahroz Tariq, Tariq, Shahroz, Sowon Jeon +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Hate Speech and Cyberbullying Detection #I.4.9 #I.5.4 #K.4.2 #Machine Learning (cs.LG)
- DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images
2021/12/22 by Young Oh Bang, Bang, Young Oh, Simon S. Woo +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis