Federated learning combined with DP-FedAvg or DP-SGD detects online grooming almost as accurately as non-private federated learning, at a user-level privacy cost around epsilon equals 1.
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Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy
Federated learning combined with DP-FedAvg or DP-SGD detects online grooming almost as accurately as non-private federated learning, at a user-level privacy cost around epsilon equals 1.