Deepfake incidents are no longer limited to manipulated celebrity videos or social media hoaxes. Financial institutions, insurers, media organizations, and enterprises now face synthetic content used for fraud, impersonation, and unauthorized data use. A 2024 report by Deloitte estimated that generative AI-enabled…