Deepfake protection has emerged as a critical necessity in today's digital world, where deepfake attacks threaten the integrity of our cybersecurity frameworks.As these advanced AI-driven technologies become more sophisticated, traditional defenses are struggling to keep pace, particularly in the realm of phishing protection.