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Published Subscription Original Research
Robustness of Deepfake Detection Systems Against Adversarial AttacksBy Divya K.K, Muhammad Rafnas K.M., Muhammed Ismail P, Muhammed Minshad C
Abstract: This paper explores a deep learning system to detect deepfake videos, a common type of fake media. With the use of sophisticated methods such as recurrent neural networks (RNNs) and convolutional neural networks (CNNs), our system can reliably discern between authentic and altered videos. It analyzes both the images and the audio in videos to find signs of deepfake manipulation. We process video frames and audio, extract features with CNNs …
Published in Journal of Instrumentation Technology & Innovations · Vol. 14, Issue 2, 2024 Read article →