Padmalaya Nayak

DeepFake video detection using lightweight convolutional neural networks to enhance social media security

A novel DeepFake detection technique that utilizes lightweight CNN architectures, such as MesoNet and MobileNet, coupled with an LSTM, and is subsequently fine-tuned to detect deepfakes, demonstrating notable efficiency in deepfake detection.