Innovative Solutions for Mitigating Deepfake AI Threats: An Ethical Hacking Perspective

A multifaceted defense framework from an ethical hacking perspective to mitigate deepfake risks is proposed and cutting-edge solutions such as adversarial deepfake detection, blockchain-based media verification, multi-factor content authentication, digital watermarking, and public awareness initiatives are explored.