Jacob Massa

Real-Time Deepfake Detection on IoT Edge Devices via Lightweight CNN and WebRTC Integration

Generative AI has made deepfake injection into live video conferencing an accessible, low-cost attack vector, yet no prior work has demonstrated end-to-end deepfake detection running entirely on commodity IoT edge hardware within an active WebRTC session. This paper closes that gap with four novel contributions. First,...