< Back to Article

FedEmoNet: Privacy-preserving federated learning with TCN-Transformer fusion for cross-corpus speech emotion recognition

Fig 17

Privacy analysis.

(a) DP accuracy-privacy trade-off; (b) Gradient clipping impact; (c) Noise distribution; (d) Membership inference resistance (AUC → 0.52); (e) Communication efficiency (67% reduction);.

doi: https://doi.org/10.1371/journal.pone.0342953.g017