Deepfakes, synthetic media generated using cutting-edge AI algorithms, pose a growing threat to trust. These forged videos and images can be used for malicious purposes, such as spreading misinformation. To combat this persistent danger, researchers are designing deepfake detection software. This innovative technology utilizes AI algorithms to dete