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Poggi, Giovanni

  1. On the detection of synthetic images generated by diffusion models
    2022/11/01 by Riccardo Corvi, Corvi, Riccardo, Davide Cozzolino +9 · 50 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  2. Do GANs leave artificial fingerprints?
    2018/12/31 by Francesco Marra, Marra, Francesco, Diego Gragnaniello +5 · 21 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  3. Raising the Bar of AI-generated Image Detection with CLIP
    2023/11/30 by Davide Cozzolino, Giovanni Poggi, Cozzolino, Davide +7 · 37 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  4. Intriguing properties of synthetic images: from generative adversarial networks to diffusion models
    2023/04/13 by Riccardo Corvi, Corvi, Riccardo, Davide Cozzolino +7 · 26 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
  5. 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
  6. Zero-Shot Detection of AI-Generated Images
    2024/09/24 by Davide Cozzolino, Giovanni Poggi, Cozzolino, Davide +5 · 14 citations
    Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Medical Imaging and Analysis
  7. 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
  8. Land Use Classification in Remote Sensing Images by Convolutional Neural Networks
    2015/08/01 by Castelluccio, Marco, Poggi, Giovanni, Sansone, Carlo +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Deepfake audio detection by speaker verification
    2022/09/28 by Alessandro Pianese, Pianese, Alessandro, Davide Cozzolino +5 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  10. Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity
    2023/07/26 by Matteo Ciotola, Giovanni Poggi, Ciotola, Matteo +3 · 3 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  11. Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection
    2024/07/28 by Vincenzo De Rosa, Fabrizio Guillaro, De Rosa, Vincenzo +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
  12. Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet
    2024/04/30 by Diangarti Bhalang Tariang, Tariang, Diangarti, Riccardo Corvi +9 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Medical Imaging and Analysis
  13. 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
  14. M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations
    2023/09/14 by Giada Zingarini, Davide Cozzolino, Zingarini, Giada +7 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  15. 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