DETECTION OF DEEPFAKE VIDEO AND IMAGE FORENSICS IN WARPING ARTIFACT USING DEEP LEARNING

Abstract

ABSTRACT - Deepfakes are manipulated, excellent, lifelike films and photos that have become increasingly popular recently. These days, AI - generated videos and images of famous people, political leaders, and other public figures is circulating on the internet. It is very difficult to identify whether the visuals are real. Using deepfake visuals in movie stunt scenes is essential ensuring the safety of the actor. We came across AI generated news readers; these deepfakes are useful in one way or another. It also grew tremendously on the negative aspect.  This presentation presents a detection of deepfake using Deep Learning algorithm. The motive of this project that leverages videos and images of political leaders and celebirities in order to detect data originality. The stages of the proposed approach are as follows : Gathering the video and image files of people from online sites, Pre-processing, Extracting features, Deep Learning Algorithms and Prediction