Guarnera, Luca
- On the Exploitation of Deepfake Model Recognition
2022/04/09 by Luca Guarnera, Guarnera, Luca, Oliver Giudice +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
- 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
- WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution
2025/04/28 by Pietro Bongini, Sara Mandelli, Bongini, Pietro +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)
- Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models
2023/03/01 by Guarnera, Luca, Giudice, Oliver, Battiato, Sebastiano · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Not with my name! Inferring artists' names of input strings employed by Diffusion Models
2023/07/25 by Leotta, Roberto, Giudice, Oliver, Guarnera, Luca +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks
2024/01/17 by Giovanni Pasqualino, Luca Guarnera, Pasqualino, Giovanni +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
- 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
- DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images
2024/04/24 by Orazio Pontorno, Luca Guarnera, Pontorno, Orazio +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
- Enhancing Crime Scene Investigations through Virtual Reality and Deep Learning Techniques
2024/09/27 by Zappalà, Antonino, Guarnera, Luca, Rinaldi, Vincenzo +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences