Mobile DeepFake detection using EfficientNet and facial landmarks

• Main Author: Toh, Dion Siyong
• Other Authors: Deepu Rajan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Neural networks; Transfer learning; Deepfake detection; Mobile application
• Online Access: https://hdl.handle.net/10356/175096
• Institution: Nanyang Technological University

DeepFakes are a significant concern in today’s digital age. The advancement of DeepFake generation techniques has led to incredible growth in the quality of the manipulated content, raising concerns regarding misinformation and other forms of fraud. Current DeepFake detection models are designed fo...