Unveiling Deepfakes: A Frequency-Aware Triple Branch Network for Deepfake Detection

ArXi:2604.17477v1 Announce Type: cross Advanced deepfake technologies are blurring the lines between real and fake, presenting both revolutionary opportunities and alarming threats. While it unlocks novel applications in fields like entertainment and education, its malicious use has sparked urgent ethical and societal concerns ranging from identity theft to the dissemination of misinformation. To tackle these challenges, feature analysis using frequency features has emergedas a promising direction for deepfake detection.