Deep Learning-Based Deepfake Detection in a Nutshell

Remarking on a climacteric of Artificial Intelligence (AI), Deep Learning (DL) has become one of the most influential fields in computer science that directly impacts human life and society today. Like every other technological innovation in history, deep learning has also been exploited for both superior and inferior deeds. One such application of deep learning, which is notorious for bringing about abominable consequences in public, is Deepfakes. Over the past few years, hundreds of Research have been carried out to invent and optimize various Deepfake detection with AI. There are Deep learning approaches, as well as machine learning (Non-Deep Learning/ Non-DL) approaches, have been developed to detect Deepfakes.