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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
privacy-utility tradeoff
biblio
Lightweight Crypto-Assisted Distributed Differential Privacy for Privacy-Preserving Distributed Learning
Submitted by aekwall on Mon, 01/11/2021 - 12:40pm
mean square error methods
unbiased encoding
trusted server
three-layer encryption protocol
private training data
privacy-preserving distributed learning
privacy guarantees
lightweight crypto-assisted distributed differential privacy
floating-point values
distributed learning
distributed differential privacy
centralized differential privacy
privacy-utility tradeoff
Privacy-preserving
mean squared error
Scalability
differential privacy
privacy
composability
pubcrawl
Human behavior
Resiliency
privacy leakage
learning (artificial intelligence)
Data models
Cryptographic Protocols
distributed processing
data privacy
encryption
Servers
biblio
Recycled ADMM: Improve Privacy and Accuracy with Less Computation in Distributed Algorithms
Submitted by aekwall on Mon, 09/28/2020 - 10:55am
iterative process
Scalability
Resiliency
recycled ADMM
R-ADMM
pubcrawl
privacy-utility tradeoff
privacy analysis
privacy
Perturbation methods
optimization
local data
linear approximation
alternating direction method of multiplier
Iterative methods
Human behavior
distributed algorithms
differential privacy
decentralized convex optimization problems
data privacy
convex programming
Convex functions
convergence
Computing Theory and Privacy
approximation theory
