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Found 3 papers, 1 papers with code
Feature Distribution Matching for Federated Domain Generalization
The empirical results show that FedKA achieves performance gains of 8. 8% and 3. 5% in Digit-Five and Office-Caltech10, respectively, and a gain of 0. 7% in Amazon Review with extremely limited training data.
Federated Phish Bowl: LSTM-Based Decentralized Phishing Email Detection
We collected the most recent phishing samples to study the effectiveness of the proposed method using different client numbers and data distributions.
Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks
At last, we successfully reconstructed the real data of the victim from the shared global model parameters with all the applied datasets.
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