GitHub topics: secure-aggregation
D-Diaa/FastLloyd
Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential Privacy
Language: Python - Size: 52.7 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1 - Forks: 0
vt-asaplab/e-SeaFL
Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning
Language: C - Size: 271 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0
canarybit/canarybit-heflp
Implementation of the Heflp, a framework enabling practical and overflow-safe federated learning.
Language: Python - Size: 1.22 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0
mary-python/priestkldiv
Comparison of several approaches for the PRIvate ESTimation of KL-Divergence (PRIEST-KLD)
Language: Python - Size: 892 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
mvujas/HyperAggregate
A sublinear secure aggregation protocol implementation
Language: Python - Size: 6.19 MB - Last synced at: 11 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
AminAminifar/Shamir
Secure Aggregation with Shamir’s Method
Language: Python - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2
pps-lab/rofl-project-code
Language: Rust - Size: 102 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 3
kamathhrishi/GreyNSights
Privacy-Preserving Data Analysis using Pandas
Language: Python - Size: 1010 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 0
ammartahir24/SecureAggregation
An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)" in Python.
Language: Python - Size: 19.5 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 56 - Forks: 20
codymlewis/secure_aggregation
An implementation of the secure aggregation algorithm for federated learning
Language: Python - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
