A Multimodal Framework for Deepfake Detection

The rapid advancement of deepfake technology poses a significant threat to digital media integrity. Deepfakes, synthetic media created using AI, can convincingly alter videos and audio to misrepresent reality. This creates risks of misinformation, fraud, and severe implications for personal privacy...

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Veröffentlicht in:	arXiv.org 2024-10
Hauptverfasser:	Gandhi, Kashish, Kulkarni, Prutha, Shah, Taran, Chaudhari, Piyush, Narvekar, Meera, Ghag, Kranti
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Audio data Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning Computer Science - Logic in Computer Science Deception Deep learning Deepfake Feature extraction Machine learning
Online-Zugang:	Volltext
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