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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
differential privacy
biblio
Privacy-Preserving Policy Synthesis in Markov Decision Processes
Submitted by grigby1 on Wed, 06/02/2021 - 12:18pm
Control Theory
differential privacy
dynamic programming
Heuristic algorithms
History
Human behavior
Markov processes
privacy
Probabilistic logic
pubcrawl
resilience
Resiliency
Scalability
biblio
Utility-Optimized Synthesis of Differentially Private Location Traces
Submitted by grigby1 on Wed, 06/02/2021 - 12:18pm
computer architecture
Control Theory
differential privacy
Human behavior
Internet of Things
Markov processes
Measurement
Microprocessors
privacy
privacy-preserving data analytics
pubcrawl
Public transportation
resilience
Resiliency
Scalability
trajectory data mining
biblio
Initial-Value Privacy of Linear Dynamical Systems
Submitted by grigby1 on Wed, 06/02/2021 - 12:17pm
Control Theory
differential privacy
Dynamical Systems
Human behavior
identifiability
Initial-Value Privacy
Linear systems
Observability
privacy
pubcrawl
resilience
Resiliency
Scalability
sensors
Trajectory
biblio
Privacy-Preserving Resilience of Cyber-Physical Systems to Adversaries
Submitted by aekwall on Tue, 05/25/2021 - 3:32pm
CPS resilience
CPS Privacy
differential privacy
Dynamical Systems
Games
Human Factors
Markov processes
Measurement
privacy
Probabilistic logic
pubcrawl
Trajectory
biblio
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks
Submitted by aekwall on Mon, 03/29/2021 - 11:57am
Scalability
learning (artificial intelligence)
Resiliency
pubcrawl
privacy
neural nets
pattern classification
Data protection
Training
Generators
generative adversarial networks
deep learning
differential privacy
Predictive Metrics
private data
privacy protection
face recognition
binary classification
personally identifiable information
end to end framework
imdpGAN
information maximizing differentially private generative adversarial network
learned representations
learning latent representations
Privacy-preserving Learning
Generative Adversarial Learning
biblio
Differentially Private Generation of Social Networks via Exponential Random Graph Models
Submitted by grigby1 on Tue, 02/16/2021 - 1:25pm
privacy
security of data
risk management
pubcrawl
Human behavior
resilience
Resiliency
data privacy
Data models
Compositionality
probability
differential privacy
random processes
graph theory
Social network services
social networking (online)
Bayesian
social networks
Bayes methods
Data Sanitization
college student friendship network
conditional probability
differentially private social network generation
DP-EGRM
exponential random graph model
exponential random graph model (ERGM)
goodness of fit
latent space models
network information preservation
network statistics
node differential privacy (DP)
posterior distribution
privacy risk level
private dyadwise randomized response
private network
sensitive relational information
synthetic social networks
biblio
Differential Privacy Information Publishing Algorithm based on Cluster Anonymity
Submitted by grigby1 on Thu, 01/28/2021 - 2:01pm
anonymity
anonymous
Artificial Intelligence
background attack
Big Data
cluster anonymity
clustering
Clustering algorithms
clustering anonymity
complex background knowledge
Complexity theory
composability
data privacy
differential privacy
differential privacy information publishing algorithm
Human behavior
information loss
internet
Internet of Things
internet technology
Metrics
pattern clustering
privacy budget
pubcrawl
Publishing
resilience
Resiliency
Running efficiency
biblio
Differential Privacy Algorithm Based on Personalized Anonymity
Submitted by grigby1 on Thu, 01/28/2021 - 1:58pm
anonymity
Classification algorithms
Clustering algorithms
composability
Data models
Data protection
differential privacy
differential privacy data publishing algorithm
existing anonymized differential privacy
Human behavior
Metrics
pattern classification
personalized anonymity
personalized k-anonymity model
privacy
privacy protection relevance
pubcrawl
Publishing
quasiidentifier attribute
resilience
Resiliency
security of data
tuple personality factor classification value
biblio
Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms
Submitted by aekwall on Mon, 01/11/2021 - 1:43pm
security
Scalability
Resiliency
Human behavior
pubcrawl
composability
Data protection
privacy
statistical analysis
database management systems
differential privacy
SQL queries
data privacy protection
DBMS
Chorus
high-performance production database management system
matrix mechanism
MWEM
programming
query rewriting
real-world queries
scalability requirements
scalable differential privacy mechanisms
weighted PINQ
biblio
Differential Privacy Online Learning Based on the Composition Theorem
Submitted by aekwall on Mon, 01/11/2021 - 1:42pm
Scalability
programming
online learning
Resiliency
Human behavior
pubcrawl
composability
privacy
Prediction algorithms
differential privacy
Learning systems
Gaussian noise
composition theorem
sublinear regret
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