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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
differential privacy
biblio
FairFed: Cross-Device Fair Federated Learning
Submitted by aekwall on Thu, 06/24/2021 - 11:51am
Training
AI Poisoning
Model Development
data quality
federated learning
fairness
deep learning
differential privacy
machine learning
Scalability
Neural networks
Sociology
outlier detection
pubcrawl
Human behavior
Resiliency
Protocols
performance evaluation
biblio
Privacy-Preserving Policy Synthesis in Markov Decision Processes
Submitted by grigby1 on Wed, 06/02/2021 - 12:18pm
Privacy Policies
Computing Theory
Computing Theory and Privacy
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
Measurement
trajectory data mining
Scalability
Resiliency
resilience
Public transportation
pubcrawl
privacy-preserving data analytics
Microprocessors
Computing Theory
Markov processes
Internet of Things
Human behavior
differential privacy
Control Theory
Computing Theory and Privacy
computer architecture
privacy
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
Predictive Metrics
Generative Adversarial Learning
Privacy-preserving Learning
learning latent representations
learned representations
information maximizing differentially private generative adversarial network
imdpGAN
end to end framework
personally identifiable information
binary classification
face recognition
privacy protection
private data
Scalability
differential privacy
deep learning
generative adversarial networks
Generators
Training
Data protection
pattern classification
neural nets
privacy
pubcrawl
Resiliency
learning (artificial intelligence)
biblio
Differentially Private Generation of Social Networks via Exponential Random Graph Models
Submitted by grigby1 on Tue, 02/16/2021 - 1:25pm
network information preservation
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
Bayes methods
network statistics
node differential privacy (DP)
posterior distribution
privacy risk level
private dyadwise randomized response
private network
sensitive relational information
synthetic social networks
Compositionality
security of data
risk management
pubcrawl
Human behavior
resilience
Resiliency
data privacy
Data models
privacy
probability
differential privacy
random processes
graph theory
Social network services
social networking (online)
Bayesian
social networks
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
Differential Privacy Algorithm Based on Personalized Anonymity
Submitted by grigby1 on Thu, 01/28/2021 - 1:58pm
pattern classification
tuple personality factor classification value
security of data
Resiliency
resilience
quasiidentifier attribute
Publishing
pubcrawl
privacy protection relevance
privacy
personalized k-anonymity model
personalized anonymity
anonymity
Metrics
Human behavior
existing anonymized differential privacy
differential privacy data publishing algorithm
differential privacy
Data protection
Data models
composability
Clustering algorithms
Classification algorithms
biblio
Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms
Submitted by aekwall on Mon, 01/11/2021 - 1:43pm
data privacy protection
weighted PINQ
scalable differential privacy mechanisms
scalability requirements
real-world queries
query rewriting
programming
MWEM
matrix mechanism
high-performance production database management system
Chorus
DBMS
security
SQL queries
differential privacy
database management systems
statistical analysis
privacy
Data protection
composability
pubcrawl
Human behavior
Resiliency
Scalability
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