Caldelli, Roberto

Deepfake Video Detection through Optical Flow Based CNN

Amerini, I., Galteri, L., Caldelli, R., & Del Bimbo, A. (2019) · 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 424

Optical Flow based CNN for detection of unlearnt deepfake manipulations

Caldelli, R., Galteri, L., Amerini, I., & Del Bimbo, A. (2021) · Pattern Recognition Letters

Digital Media Forensic DetectionVideo Analysis and Summarization

Cited by 115

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

Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos

Amerini, I., & Caldelli, R. (2020) · Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security

Digital Media Forensic DetectionImage and Video Quality Assessment

Cited by 64

Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection

Coccomini, D. A., Caldelli, R., Falchi, F., Gennaro, C., & Amato, G. (2022) · Proceedings of the 1st International Workshop on Multimedia AI against Disinformation

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 47

On the Generalization of Deep Learning Models in Video Deepfake Detection

Coccomini, D. A., Caldelli, R., Falchi, F., & Gennaro, C. (2023) · Preprint (MDPI)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 46

MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection

Coccomini, D. A., Zilos, G. K., Amato, G., Caldelli, R., Falchi, F., Papadopoulos, S., & Gennaro, C. (2024) · IEEE Transactions on Information Forensics and Security

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 33

Deepfake Detection by Exploiting Surface Anomalies: The Surfake Approach

Ciamarra, A., Caldelli, R., Becattini, F., Seidenari, L., & Del Bimbo, A. (2024) · 2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 27