Luca Guarnera

1. On the Exploitation of Deepfake Model Recognition
   2022/04/09 by Luca Guarnera, Oliver Giudice, Guarnera, Luca +5 · 3 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
2. Deepfake Media Forensics: State of the Art and Challenges Ahead
   2024/08/01 by Irene Amerini, Mauro Barni, Amerini, Irene +44 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
3. WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution
   2025/04/28 by Pietro Bongini, Bongini, Pietro, Sara Mandelli +31 · 5 citations
   Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Multimedia (cs.MM)
4. MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks
   2024/01/17 by Giovanni Pasqualino, Pasqualino, Giovanni, Luca Guarnera +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #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 #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
5. A Novel Dataset for Non-Destructive Inspection of Handwritten Documents
   2024/01/09 by Eleonora Breci, Breci, Eleonora, Luca Guarnera +3 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Infrastructure Maintenance and Monitoring
6. DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images
   2024/04/24 by Orazio Pontorno, Pontorno, Orazio, Luca Guarnera +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
7. The K-Space Signature: Frequency-Domain Representation Learning for Medical Deepfake Detection
   2026/07/31 by Riccardo Raciti, Francesco Guarnera, Francesco Rundo +2
   Computer Science · #cs.CV