Robust GAN-Based CNN Model as Generative AI Application for Deepfake Detection

Sharma, Preeti; Kumar, Manoj; Sharma, Hitesh Kumar

Robust GAN-Based CNN Model as Generative AI Application for Deepfake Detection

Sharma, Preeti and Kumar, Manoj and Sharma, Hitesh Kumar (2024) Robust GAN-Based CNN Model as Generative AI Application for Deepfake Detection. EAI Endorsed Transactions on Internet of Things.

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Abstract

One of the most well-known generative AI models is the Generative Adversarial Network (GAN), which is frequently employed for data generation or augmentation. In this paper a reliable GAN-based CNN deepfake detection method utilizing GAN as an augmentation element is implemented. It aims to give the

Item Type:	Article
Date Deposited:	04 Mar 2026 18:15
Last Modified:	11 Apr 2026 00:10
URI:	http://eprints.eai.eu/id/eprint/51779

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