Towards Trustworthy AI: Secure Deepfake Detection using CNNs and Zero-Knowledge Proofs

H M Mohaimanul Islam, Huynh Q. N. Vo, Aditya Rane

In the era of synthetic media, deepfake manipulations pose a significant threat to information integrity. To address this challenge, we propose TrustDefender, a two-stage framework…