Deepfakes, synthetic media generated using cutting-edge AI algorithms, pose a serious threat to credibility. These altered videos and images can be used for detrimental purposes, such as undermining trust. To combat this evolving danger, researchers are designing deepfake detection software. This innovative technology utilizes AI algorithms to iden