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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
differential privacy
biblio
APDPk-Means: A New Differential Privacy Clustering Algorithm Based on Arithmetic Progression Privacy Budget Allocation
Submitted by
aekwall
on Mon, 01/06/2020 - 9:36am
APDPk-means
arithmetic progression privacy budget allocation
Big Data
Clustering algorithms
composability
data clustering
Data mining
Data protection
differential privacy
differential privacy clustering algorithm
differential privacy k-means
Human behavior
Iterative methods
iterative process
k-means algorithm
network data mining
network information security
optimisation
pattern clustering
privacy
privacy budget allocation
privacy budgets
privacy protection
pubcrawl
Resiliency
resource management
Scalability
security of data
Sensitivity
biblio
A Differential Privacy-Based Protecting Data Preprocessing Method for Big Data Mining
Submitted by
aekwall
on Mon, 01/06/2020 - 9:35am
adaptive mechanism
adaptive privacy budget parameter adjustment mechanism
big data mining
Clustering algorithms
composability
data distortion technique
Data mining
Data preprocessing
data privacy
differential privacy
differential privacy budget parameter
differential privacy-based protecting data preprocessing method
distance-based clustering
distancebased clustering
distortion
pattern clustering
precise clustering results
privacy
privacy disclosure issue
privacy protection
pubcrawl
Resiliency
Scalability
biblio
Information Entropy Differential Privacy: A Differential Privacy Protection Data Method Based on Rough Set Theory
Submitted by
aekwall
on Mon, 01/06/2020 - 9:35am
associated data
Association data
behavioral prediction
composability
Correlation
correlation data privacy issues
data correlations
data privacy
differential privacy
differential privacy protection data method
Entropy
information entropy
information entropy difference privacy
information entropy differential privacy solution
personal sensitive information
personalized noise
privacy
privacy protection
pubcrawl
random noise
Resiliency
rough set theory
Rough sets
Scalability
Sensitivity
use information entropy
biblio
An Efficient Two-Layer Mechanism for Privacy-Preserving Truth Discovery
Submitted by
aekwall
on Mon, 01/06/2020 - 9:35am
Scalability
Resiliency
pubcrawl
composability
differential privacy
truth discovery
two-layer mechanism
biblio
Optimal Differentially Private Algorithms for k-Means Clustering
Submitted by
aekwall
on Mon, 01/06/2020 - 9:35am
Scalability
Resiliency
pubcrawl
composability
differential privacy
k-means clustering
well separation
biblio
Heavy Hitters and the Structure of Local Privacy
Submitted by
aekwall
on Mon, 01/06/2020 - 9:35am
Scalability
Resiliency
pubcrawl
composability
differential privacy
heavy hitters
local model
biblio
Concentrated Differentially Private Gradient Descent with Adaptive per-Iteration Privacy Budget
Submitted by
aekwall
on Mon, 01/06/2020 - 9:35am
Scalability
Resiliency
pubcrawl
composability
differential privacy
erm
gradient descent
biblio
IoT-Detective: Analyzing IoT Data Under Differential Privacy
Submitted by
aekwall
on Mon, 01/06/2020 - 9:34am
Scalability
Resiliency
pubcrawl
composability
differential privacy
IoT
pegasus
tippers
biblio
Privacy at Scale: Local Differential Privacy in Practice
Submitted by
aekwall
on Mon, 01/06/2020 - 9:34am
Scalability
Resiliency
pubcrawl
composability
privacy
Data collection
differential privacy
local differential privacy
biblio
CALM: Consistent Adaptive Local Marginal for Marginal Release Under Local Differential Privacy
Submitted by
aekwall
on Mon, 01/06/2020 - 9:34am
Scalability
Resiliency
pubcrawl
composability
differential privacy
marginal release
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