Falchi, Fabrizio

Deep learning for decentralized parking lot occupancy detection

Amato, G., Carrara, F., Falchi, F., Gennaro, C., Meghini, C., & Vairo, C. (2017) · Expert Systems with Applications

Smart Parking Systems ResearchAdvanced Neural Network Applications

Cited by 397

Combining EfficientNet and Vision Transformers for Video Deepfake Detection

Coccomini, D. A., Messina, N., Gennaro, C., & Falchi, F. (2022) · Lecture Notes in Computer Science

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 296

TweepFake: about detecting deepfake tweets

Fagni, T., Falchi, F., Gambini, M., Martella, A., & Tesconi, M. (2021) · PLOS ONE

Misinformation and Its ImpactsSpam and Phishing Detection

Cited by 185

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

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

AI in the media and creative industries

Amato, G., Behrmann, M., Bimbot, F., Caramiaux, B., Falchi, F., Garcia, A., Geurts, J., Gibert, J., Gravier, G., Holken, H., et al. (2019) · arXiv

Artificial Intelligence ApplicationsTechnology's Impact on Media

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

On pushing DeepFake Tweet Detection capabilities to the limits

Gambini, M., Fagni, T., Falchi, F., & Tesconi, M. (2022) · 14th ACM Web Science Conference 2022

Authorship Attribution and ProfilingMisinformation and Its Impacts

Cited by 19

Deep networks for behavioral variant frontotemporal dementia identification from multiple acquisition sources

Di Benedetto, M., Carrara, F., Tafuri, B., Nigro, S., De Blasi, R., Falchi, F., Gennaro, C., Gigli, G., Logroscino, G., & Amato, G. (2022) · Computers in Biology and Medicine

Dementia and Cognitive Impairment ResearchArtificial Intelligence in Healthcare

Cited by 14