Amerini, Irene

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

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

SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings

Papa, L., Alati, E., Russo, P., & Amerini, I. (2022) · IEEE Access

Advanced Vision and ImagingAdvanced Neural Network Applications

Cited by 17

Navigating the Soundscape of Deception: A Comprehensive Survey on Audio Deepfake Generation, Detection, and Future Horizons

Wani, T. M., Qadri, S. A. A., Wani, F. A., & Amerini, I. (2024) · Foundations and Trends® in Privacy and Security

Speech Recognition and SynthesisDigital Media Forensic Detection

Cited by 16

ABC-CapsNet: Attention based Cascaded Capsule Network for Audio Deepfake Detection

Wani, T. M., Gulzar, R., & Amerini, I. (2024) · 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Speech Recognition and SynthesisMusic and Audio Processing

Cited by 14