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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
distributed learning
biblio
SCLERA: A Framework for Privacy-Preserving MLaaS at the Pervasive Edge
Submitted by grigby1 on Fri, 02/03/2023 - 5:19pm
Data models
trust computing
Pervasive Computing Security
Human Factors
Pipelines
distributed learning
edge computing
Computational modeling
data privacy
privacy
Scalability
Conferences
Resiliency
resilience
Metrics
pubcrawl
deep learning
biblio
Two-layer Coded Gradient Aggregation with Straggling Communication Links
Submitted by grigby1 on Fri, 08/26/2022 - 10:49am
Servers
pubcrawl
resilience
Resiliency
Data models
composability
encoding
Compositionality
Distributed databases
distributed learning
Computing Theory
Coding computing
computer aided instruction
distance learning
Downlink
straggling
biblio
Lightweight Crypto-Assisted Distributed Differential Privacy for Privacy-Preserving Distributed Learning
Submitted by aekwall on Mon, 01/11/2021 - 1:40pm
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
Distributed and Private Coded Matrix Computation with Flexible Communication Load
Submitted by grigby1 on Tue, 06/02/2020 - 11:54am
resilience
master server
matrix multiplication
Metrics
multiple workers
nonsecure versions
policy-based governance
private coded matrix computation
pubcrawl
recovery threshold
learning (artificial intelligence)
Resiliency
Scalability
secret sharing
secure generalized PolyDot codes
security
security constraint
Servers
telecommunication security
tensor operations
encoding
colluding workers
computational delay
convolution
data privacy
delays
distributed computing platform
Distributed databases
distributed learning
distributed platforms
Coded distributed computation
flexible communication load
flexible trade-off
Human behavior
Human Factors
information theoretic security
information theoretic security.
input data matrices
large-scale machine learning applications
