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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Synthetic Data
biblio
Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks
Submitted by grigby1 on Fri, 06/12/2020 - 11:22am
Metrics
Synthetic Data
SON algorithm
SON
Service requirements
self organizing 5G networks
Scalability
Resiliency
resilience
realistic synthetic data
pubcrawl
neural nets
ML
5G
machine learning
learning (artificial intelligence)
interconnected deep artificial neural networks
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
deep learning
data analysis
CDRs
call data records
5G mobile communication
biblio
A Non-Parametric Model for Accurate and Provably Private Synthetic Data Sets
Submitted by grigby1 on Thu, 05/24/2018 - 11:26am
formal privacy
Measurement
Metrics
non-parametric methods
privacy
privacy models
pubcrawl
Synthetic Data
ε-synthetic privacy
biblio
Fine Tuning Lasso in an Adversarial Environment against Gradient Attacks
Submitted by grigby1 on Mon, 03/19/2018 - 12:59pm
robust classifier
known weaknesses
labeled training data
learning (artificial intelligence)
Metrics
optimization
pattern classification
probability
pubcrawl
resilience
Resiliency
Input variables
Scalability
security of data
single convex optimization
source domain
supervised learning
Synthetic Data
Task Analysis
testing
Toxicology
Training
data set testing
adversarial data
adversarial environment
adversarial learning research
adversarial learning setting
Adversarial Machine Learning
Adversary Models
convex programming
data analysis
Data mining
data mining algorithms
adversarial component
data testing
domain adaptation
domain adaption
feature extraction
Feature Selection
fine tuning lasso
fixed probability distribution
gradient attacks
Human behavior
biblio
DataSynthesizer: Privacy-Preserving Synthetic Datasets
Submitted by grigby1 on Wed, 01/10/2018 - 11:39am
Compositionality
privacy
pubcrawl
Resiliency
Human behavior
Human Factors
collaboration
data sharing
differential privacy
Synthetic Data
Policy
Data Sanitization
