Guarnera, Luca

DeepFake Detection by Analyzing Convolutional Traces

Guarnera, L., Giudice, O., & Battiato, S. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 374

Fighting Deepfake by Exposing the Convolutional Traces on Images

Guarnera, L., Giudice, O., & Battiato, S. (2020) · IEEE Access

Digital Media Forensic DetectionAdvanced Steganography and Watermarking Techniques

Cited by 149

Fighting Deepfakes by Detecting GAN DCT Anomalies

Giudice, O., Guarnera, L., & Battiato, S. (2021) · Journal of Imaging

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 118

Deepfake Media Forensics: Status and Future Challenges

Amerini, I., Barni, M., Battiato, S., Bestagini, P., Boato, G., Bruni, V., Caldelli, R., De Natale, F., De Nicola, R., Guarnera, L., et al. (2025) · Journal of Imaging

Digital Media Forensic DetectionMisinformation and Its Impacts

Cited by 113

The face deepfake detection challenge

Guarnera, L., Giudice, O., Guarnera, F., Ortis, A., Puglisi, G., Paratore, A., Bui, L. M. Q., Fontani, M., Coccomini, D. A., Caldelli, R., et al. (2022) · Journal of Imaging

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 79

Mastering Deepfake Detection: A Cutting-Edge Approach to Distinguish GAN and Diffusion-Model Images

Guarnera, L., Giudice, O., & Battiato, S. (2024) · ACM Transactions on Multimedia Computing, Communications, and Applications

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 74

GenAI mirage: The impostor bias and the deepfake detection challenge in the era of artificial illusions

Casu, M., Guarnera, L., Caponnetto, P., & Battiato, S. (2024) · Forensic Science International: Digital Investigation

Digital Media Forensic DetectionDigital and Cyber Forensics

Cited by 30

DeepFeatureX Net: Deep Features eXtractors Based Network for Discriminating Synthetic from Real Images

Pontorno, O., Guarnera, L., & Battiato, S. (2025) · Lecture Notes in Computer Science

Digital Media Forensic DetectionAdvanced Steganography and Watermarking Techniques

Cited by 6