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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
privacy budget
biblio
Differential Privacy Information Publishing Algorithm based on Cluster Anonymity
Submitted by grigby1 on Thu, 01/28/2021 - 2:01pm
differential privacy information publishing algorithm
Running efficiency
Resiliency
resilience
Publishing
pubcrawl
privacy budget
pattern clustering
Metrics
internet technology
Internet of Things
internet
information loss
Human behavior
anonymity
differential privacy
data privacy
composability
Complexity theory
complex background knowledge
clustering anonymity
Clustering algorithms
clustering
cluster anonymity
Big Data
background attack
Artificial Intelligence
anonymous
biblio
The Value of Collaboration in Convex Machine Learning with Differential Privacy
Submitted by aekwall on Mon, 01/11/2021 - 1:41pm
financial datasets
financial data processing
privacy budget
multiple data owners
convex machine learning
credit card fraud detection
differentially-private gradient queries
differentially-private gradients
distributed datasets
distributed private data
fraud
fitness cost
loan interest rates
nonoverlapping training datasets
privacy-aware data owners
privacy-aware learning algorithms
Regression
Stochastic gradient algorithm.
stochastic gradient descent
privacy
data privacy
Data models
Support vector machines
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
Scalability
Computational modeling
Prediction algorithms
Training
machine learning
regression analysis
collaboration
differential privacy
gradient methods
biblio
Federated Learning with Bayesian Differential Privacy
Submitted by aekwall on Mon, 06/22/2020 - 11:19am
image classification
sharper privacy loss
Servers
Scalability
Resiliency
pubcrawl
privacy budget
privacy accounting
privacy
machine learning
learning (artificial intelligence)
image classification tasks
Bayes methods
Human behavior
formal privacy guarantees
federated setting
federated learning
differential privacy
deep learning
data privacy
Computational modeling
composability
Bayesian privacy accounting method
Bayesian differential privacy
biblio
Dynamic Data Publishing with Differential Privacy via Reinforcement Learning
Submitted by aekwall on Mon, 06/22/2020 - 11:19am
differential privacy
privacy guarantee
privacy budget allocation scheme
privacy budget allocation phase
privacy budget
dynamic data publishing strategy
dynamic data publishing algorithm
dynamic data
data release
data publishing
Publishing
privacy protection
Scalability
Heuristic algorithms
resource allocation
Reinforcement learning
resource management
privacy
composability
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
data privacy
biblio
A New Lower Bound of Privacy Budget for Distributed Differential Privacy
Submitted by grigby1 on Fri, 09/28/2018 - 11:57am
Human behavior
unconditional aggregation sensitivity
Sensitivity
security of data
Scalability
Resiliency
pubcrawl
privacy preservation
privacy budget
privacy
Mathematical model
malicious collusion attacks
low data utility
local differential privacy
composability
global privacy performance
global differential privacy
distributed processing
distributed differential privacy
Distributed databases
distributed data aggregation system
distributed data aggregation
distributed computing
differential privacy
data privacy
data curator
data aggregation
