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SenseCrypt: Sensitivity-Guided Selective Homomorphic Encryption for Joint Federated Learning in Cross-Device Scenarios

🗓️ 06 Aug 2025 00:00:00Reported by Borui Li, Junhao Han, Li Yan, Lei Yu, Jianmin LiuType 
packetstormnews
 packetstormnews🔗 packetstorm.news👁 1 Views

SenseCrypt balances security and HE overhead in cross-device federated learning using data-distribution clustering and selective encryption per cluster.

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06 Aug 2025 00:00Current
6.8Medium risk
Vulners AI Score6.8
privacy preservingdata distributionclusteringselective encryptioncross devicefederated learninghomomorphic encryptionsecurityoverheadtraining time
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