Deep Fake Detection: A Comprehensive Survey and Comparative Analysis
Sanika Dhavan, S Deeksha, K. N., T S Dhanushree, K Deeksha · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT · 2025
—DeepFake technology uses artificial intelligence to produce altered images, videos, or audio with one person’s face or voice replaced by another. While it has some entertainment applications, it poses great risks in spreading misinformation, impersonation, and other malicious activities. The creation of convincing media utilizes deep learning, while detection focuses on the identification of subtle inconsistencies. The project builds a system that can not only create these deepfake videos using limited data but also detect whether a video is fake. The advancement of both creation and detection techniques continues to shape the landscape of digital media.