Differentially Private Aggregation In Shuffle Model Information Guide

  1. Overview to Differentially Private Aggregation In Shuffle Model
  2. Key Details
  3. History
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  5. Conclusion

Overview to Differentially Private Aggregation In Shuffle Model

Differentially Private Aggregation in Shuffle Model (5min) Guide
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Key Details

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History

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Tight Accounting in the Shuffle Model of Differential Privacy
Tight Accounting in the Shuffle Model of Differential Privacy
Locally Differentially Private Sparse Vector Aggregation
Locally Differentially Private Sparse Vector Aggregation
Pasin Manurangsi: Aggregation with Shuffle Differential Privacy
Pasin Manurangsi: Aggregation with Shuffle Differential Privacy
``FriendlyCore: Practical Differentially Private Aggregation by Eliad Tsfadia (Jan 21)
``FriendlyCore: Practical Differentially Private Aggregation by Eliad Tsfadia (Jan 21)
On the Round Complexity of the Shuffle Model
On the Round Complexity of the Shuffle Model
Honeycrisp: Large-scale Differentially Private Aggregation Without a Trusted Core
Honeycrisp: Large-scale Differentially Private Aggregation Without a Trusted Core
Locally Differentially Private Vector Aggregation
Locally Differentially Private Vector Aggregation
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security 23)
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security 23)
Private Histograms in the Shuffle Model
Private Histograms in the Shuffle Model
Pasin Manurangsi: Aggregation with Shuffle Differential Privacy
Pasin Manurangsi: Aggregation with Shuffle Differential Privacy
Private Multi-Group Aggregation (20 min presentation)
Private Multi-Group Aggregation (20 min presentation)

Expert Insights

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Last Updated: October 26, 2026

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Summary

Foundations of Responsible Computing (FORC 2021) Title: A Google TechTalk, presented by Mikko Heikkilä, University of Helsinki, at the 2021 Google Federated Learning and Analytics ... Today, we will hear about his work on FriendlyCore: Practical Paper by Amos Beimel, Iftach Haitner, Kobbi Nissim, Uri Stemmer presented at TCC 2020 See ... I'm very happy to share with you our paper: "Locally Video presentation of the paper: GAP:

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