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Verdoliva, Luisa

  1. FaceForensics++: Learning to Detect Manipulated Facial Images
    2019/01/25 by Rössler, Andreas, Cozzolino, Davide, Verdoliva, Luisa +3 · 195 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. On the detection of synthetic images generated by diffusion models
    2022/11/01 by Riccardo Corvi, Davide Cozzolino, Corvi, Riccardo +9 · 54 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
  3. Do GANs leave artificial fingerprints?
    2018/12/31 by Francesco Marra, Diego Gragnaniello, Marra, Francesco +5 · 23 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
  4. Raising the Bar of AI-generated Image Detection with CLIP
    2023/11/30 by Davide Cozzolino, Cozzolino, Davide, Giovanni Poggi +7 · 44 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  5. TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization
    2022/12/21 by Fabrizio Guillaro, Guillaro, Fabrizio, Davide Cozzolino +7 · 30 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
  6. FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
    2018/03/24 by Andreas Rössler, Davide Cozzolino, Rössler, Andreas +9 · 25 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  7. ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection
    2018/12/06 by Davide Cozzolino, Justus Thies, Cozzolino, Davide +9 · 24 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
  8. Noiseprint: a CNN-based camera model fingerprint
    2018/08/25 by Davide Cozzolino, Cozzolino, Davide, Luisa Verdoliva +1 · 21 citations
    Computer Science · Social Sciences · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Law in Society and Culture
  9. Intriguing properties of synthetic images: from generative adversarial networks to diffusion models
    2023/04/13 by Riccardo Corvi, Davide Cozzolino, Corvi, Riccardo +7 · 28 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
  10. 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 · 15 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
  11. Audio-Visual Person-of-Interest DeepFake Detection
    2022/04/06 by Davide Cozzolino, Cozzolino, Davide, Pianese, Alessandro +4 · 13 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 #Face recognition and analysis #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  12. ID-Reveal: Identity-aware DeepFake Video Detection
    2020/12/04 by Cozzolino, Davide, Rössler, Andreas, Thies, Justus +2 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Detecting Multimedia Generated by Large AI Models: A Survey
    2024/01/22 by Lin Li, Lin, Li, Neeraj Gupta +17 · 16 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimedia (cs.MM)
  14. Incremental learning for the detection and classification of\n GAN-generated images
    2019/10/03 by Francesco Marra, Marra, Francesco, Cristiano Saltori +5 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  15. Zero-Shot Detection of AI-Generated Images
    2024/09/24 by Davide Cozzolino, Cozzolino, Davide, Giovanni Poggi +5 · 15 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
  16. A Bias-Free Training Paradigm for More General AI-generated Image Detection
    2024/12/23 by Fabrizio Guillaro, Giada Zingarini, Guillaro, Fabrizio +9 · 17 citations
    Neuroscience · #Brain Tumor Detection and Classification
  17. 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
  18. Deepfake audio detection by speaker verification
    2022/09/28 by Alessandro Pianese, Pianese, Alessandro, Davide Cozzolino +5 · 4 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
  19. 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
  20. Learning Pairwise Interaction for Generalizable DeepFake Detection
    2023/02/26 by Ying Xu, Kiran Raja, Xu, Ying +5 · 3 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 #Image Enhancement Techniques
  21. Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection
    2024/07/28 by Vincenzo De Rosa, Fabrizio Guillaro, De Rosa, Vincenzo +7 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
  22. How to Boost Face Recognition with StyleGAN?
    2022/10/18 by Artem Sevastopolsky, Yury Malkov, Sevastopolsky, Artem +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  23. 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
  24. Autoencoder with recurrent neural networks for video forgery detection
    2017/08/29 by D'Avino, Dario, Cozzolino, Davide, Poggi, Giovanni +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Camera-based Image Forgery Localization using Convolutional Neural\n Networks
    2018/08/29 by Davide Cozzolino, Cozzolino, Davide, Luisa Verdoliva +1 · 1 citation
    Computer Science · Engineering · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Image Processing Techniques and Applications
  26. 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
  27. 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
  28. SpoC: Spoofing Camera Fingerprints
    2019/11/27 by Cozzolino, Davide, Thies, Justus, Rössler, Andreas +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  29. 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
  30. AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection
    2025/04/29 by Lorenzo Pellegrini, Pellegrini, Lorenzo, Davide Cozzolino +13 · 4 citations
    Computer Science · Social Sciences · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Law in Society and Culture
  31. Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition
    2023/09/21 by Davide Cozzolino, Koki Nagano, Cozzolino, Davide +7 · 1 citation
    Computer Science · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
  32. Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
    2025/06/20 by Corvi, Riccardo, Cozzolino, Davide, Prashnani, Ekta +3 · 2 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
  33. Information Forensics and Security: A quarter-century-long journey
    2023/09/21 by Mauro Barni, Patrizio Campisi, Barni, Mauro +17 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #Digital and Cyber Forensics #FOS: Computer and information sciences