Arya Chavan

Hybrid Approach to Deepfake Defence: Multimodal Detection and Perturbation-Based Prevention

The rapid advancement of deep learning-based generative models has enabled the creation of highly realistic synthetic media, commonly referred to as deepfakes. While these technologies have legitimate applications, their misuse poses serious threats to digital trust, identity protection, and information authenticity. E...