DeepFake techniques enable realistic AI-generated videos of people doing and saying fictional things. These videos can be used maliciously as a source of misinformation, harassment and persuasion, thus badly impacting on the society. ISPL is actively working to fight this threat by developing state-of-the-art DeepFake detectors.

Check out our paper [1] accepted at ICPR 2020, which granted us the Top-2% ranking in the Facebook DeepFake Detection Challenge.

ispl deepfake
Face embedding projection

[1] N. Bonettini, E. D. Cannas, S. Mandelli, L. Bondi, P. Bestagini, and S. Tubaro, “Video Face Manipulation Detection Through Ensemble of CNNs,” in International Conference on Pattern Recognition (ICPR), 2021.
[Bibtex]
@InProceedings{bonettini2020video,
author = {Bonettini, N. and Cannas, E. D. and Mandelli, S. and Bondi, L. and Bestagini, P. and Tubaro, S.},
title = {Video Face Manipulation Detection Through Ensemble of {CNNs}},
booktitle = {International Conference on Pattern Recognition (ICPR)},
year = {2021},
groups = {forensics},
}

DeepFake Detection Challenge
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