Gragnaniello, Diego
- Do GANs leave artificial fingerprints?
2018/12/31 by Marra, Francesco, Gragnaniello, Diego, Verdoliva, Luisa +1 · 21 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Are GAN generated images easy to detect? A critical analysis of the\n state-of-the-art
2021/04/06 by Diego Gragnaniello, Davide Cozzolino, Gragnaniello, Diego +7 · 14 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Towards Universal GAN Image Detection
2021/12/23 by Cozzolino, Davide, Gragnaniello, Diego, Poggi, Giovanni +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Analysis of adversarial attacks against CNN-based image forgery detectors
2018/08/25 by Diego Gragnaniello, Francesco Marra, Gragnaniello, Diego +5 · 1 citation
Computer Science · #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- Combining PRNU and noiseprint for robust and efficient device source identification
2020/01/17 by Cozzolino, Davide, Marra, Francesco, Gragnaniello, Diego +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering