Construct · 1 fields · 1 citations

secure aggregation: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed
secureaggregation1 CONSTRUCTSecure aggregationBONAWITZ · PRIVACY-ENHANCING

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Privacy-enhancing computation

a protocol letting a server learn only the sum of many users' vectors, such as model updates, even if some users drop out.

In privacy-enhancing computation, secure aggregation refers to a protocol letting a server learn only the sum of many users' vectors, such as model updates, even if some users drop out. This meaning comes from Bonawitz (2017) in Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security.[1]

Unit
Recovery means
Measured by

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Nearby constructs

model3 fields · 3 citationsjingle · one word, three constructsprotocol1 fields · 1 citationsanchor · a standalone constructsecurity3 fields · 3 citationsjingle · one word, three constructs

References

  1. Bonawitz, K., Ivanov, V., Kreuter, B., Marcedone, A., McMahan, H. B., Patel, S., Ramage, D., Segal, A., & Seth, K. (2017). Practical Secure Aggregation for Privacy-Preserving Machine Learning. Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. https://doi.org/10.1145/3133956.3133982

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