FedVideoMAE: Efficient Federated Video Moderation with Differential Privacy and Secure Aggregation

Short-form video moderation is increasingly pushed toward edge and privacy-sensitive settings, where users may intend videos for a limited audience, such as friends or private groups, but sending raw clips to a central server can broaden exposure, consume bandwidth, and add moderation latency. Feder