[KongchangAI]
Unverified50% confidenceFactExact time

Secure aggregation incurs significant computational and communication overhead, and its robustness is limited in cross-device scenarios facing frequent dropouts.

1
Sources
50%
Confidence
Long-term
Relevance
10/30/2026
First Seen

Sources

A Survey of Security in Cloud-Edge-Device Distributed Machine Learning: Trustworthy Challenges Under Heterogeneity

Related Entities

Secure Aggregationconcept

Related Claims

UnverifiedActing as an intermediate layer on the communication link, the security gateway introduces a certain amount of latency, requiring a performance overhead trade-off in high-concurrency scenarios.73% similar

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