privacy models and measurement

biblio

Trajectory-observers of timed stochastic discrete event systems: Applications to privacy analysis

Submitted by aekwall on Mon, 04/20/2020 - 10:32am

Discrete event system
privacy models and measurement
timed stochastic Petri net models
timed stochastic discrete event systems
stochastic petri nets
privacy analysis
Observers
Markov model
language-based opacity
k-step trajectory-observer
security
Stochastic processes
discrete event systems
Petri nets
privacy
Metrics
pubcrawl
data privacy
security of data

biblio

Improving Privacy in Graphs Through Node Addition

Submitted by aekwall on Mon, 04/20/2020 - 10:32am

Privacy-Preserving Mechanism (PPM)
k- automorohism
k- isomorphism
Measurement
Metrics
naïve ID removal
node addition
Peer-to-peer computing
Predictive Metrics
privacy
privacy models and measurement
k- anonymity
privacy-preserving mechanisms
pubcrawl
Resiliency
Routing
Scalability
seed-based attack
strongest attacks
structural attack
structure-based attack
structure-based de-anonymization attacks
edge addition
anonymity privacy
anonymization and de-anonymization
attack graphs
Autonomous System (AS)level graph
composability
computer security
Control Theory and Privacy
cyber-physical systems
data privacy
degree attacks
Computing Theory and Privacy
fake edges
fake nodes
graph data
graph data necessitates
graph privacy
graph theory
Human behavior
Inter-domain routing
internet

biblio

Social Privacy Score Through Vulnerability Contagion Process

Submitted by aekwall on Mon, 04/20/2020 - 10:31am

Diffusion processes
privacy models and measurement
vulnerable social interactions
vulnerable interactions
vulnerable friends
vulnerability measurement
vulnerability diffusion process
vulnerability contagion process
social privacy score
privacy fields
privacy awareness framework
over-trusting vulnerable users
Messaging services
graph-theoretical properties
security of data
sensitive information
Message service
privacy issues
social networking (online)
Metrics
privacy
graph theory
pubcrawl
Electronic mail
Current measurement
security
data privacy

biblio

Certified Robustness to Adversarial Examples with Differential Privacy

Submitted by aekwall on Mon, 04/20/2020 - 10:31am

machine learning models
privacy models and measurement
Sophisticated Attacks
PixelDP
norm-bounded attacks
machine-learning
ImageNet
Google Inception network
defense
Deep-learning
cryptographically-inspired privacy formalism
certified robustness
certified defense
Adversarial-Examples
adversarial examples
Cryptography
deep neural networks
differential privacy
Predictive models
Measurement
Mathematical model
Databases
neural nets
standards
Robustness
Metrics
pubcrawl
learning (artificial intelligence)
security
data privacy

biblio

PriDe: A Quantitative Measure of Privacy-Loss in Interactive Querying Settings

Submitted by aekwall on Mon, 04/20/2020 - 10:31am

Loss measurement
privacy models and measurement
relational database management systems
querying behaviour
quantitative measure
privacy-loss score
PriDe measure
N-gram model
interactive querying settings
Electronic Privacy
behavioural profiles
data privacy
Urban areas
Analytical models
SQL query
SQL
Databases
query processing
Metrics
privacy
pubcrawl
Data models

biblio

Maximal Information Leakage based Privacy Preserving Data Disclosure Mechanisms

Submitted by aekwall on Mon, 04/20/2020 - 10:31am

confidential label
privacy models and measurement
Sibson mutual information
privacy-utility trade-off
privacy preserving data disclosure mechanisms
privacy metric
output data vector
MNIST dataset
maximal information leakage
Information Theoretic Privacy
information theoretic measures
FERG dataset
data vectors
data driven setting
data privacy
Bernoulli-Gaussian model
auto-encoders
privacy preservation
distortion
generative adversarial networks
gaussian distribution
Measurement
Mutual information
optimization
Metrics
privacy
pubcrawl
Data models

biblio

An Improved Privacy Protection Method Based on k-degree Anonymity in Social Network

Submitted by aekwall on Mon, 04/20/2020 - 10:31am

Metrics
structural modifications
social networking (online)
social network
Publishing
pubcrawl
privacy protection
privacy models and measurement
privacy
pattern clustering
original social network
node degrees
network theory (graphs)
network structure stable
network nodes
anonymity
Mathematical model
Loss measurement
k-subgraph method
k-degree anonymous graph
k-degree anonymity
k-anonymity
information losses
information loss
improved privacy protection method
graph theory
data privacy
computer security
Clustering algorithms
anonymity models

biblio

An Efficient Location Privacy Preserving Model based on Geohash

Submitted by aekwall on Mon, 04/20/2020 - 10:31am

Geohash geographic information
privacy models and measurement
user privacy security
Privacy protection model
Location-based service
location-aware mobile devices
LBS privacy protection model
k-anonymity
great hidden trouble
great convenience
data privacy
Geohash coding
efficient location privacy preserving model
location based services
location-based services
query processing
Metrics
pubcrawl
mobile computing

biblio

Privacy-Preserving Predictive Model Using Factor Analysis for Neuroscience Applications

Submitted by aekwall on Mon, 04/20/2020 - 10:24am

high-dimensional neuroimaging data
privacy models and measurement
probabilistic latent factor approach
privacy-preserving predictive model
predictive approach
predictive accuracy
neuroscience applications
neurophysiology
neuroimaging
linear regression model
data privacy
Functional magnetic resonance imaging
fMRI measurements
factor models
biomedical MRI
medical image processing
optimization algorithm
regression analysis
Metrics
pubcrawl

biblio

Privacy-Preserving Predictive Model Using Factor Analysis for Neuroscience Applications

Submitted by aekwall on Mon, 04/20/2020 - 10:24am

high-dimensional neuroimaging data
privacy models and measurement
probabilistic latent factor approach
privacy-preserving predictive model
predictive approach
predictive accuracy
neuroscience applications
neurophysiology
neuroimaging
linear regression model
data privacy
Functional magnetic resonance imaging
fMRI measurements
factor models
biomedical MRI
medical image processing
optimization algorithm
regression analysis
Metrics
pubcrawl

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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

privacy models and measurement

Trajectory-observers of timed stochastic discrete event systems: Applications to privacy analysis

Improving Privacy in Graphs Through Node Addition

Social Privacy Score Through Vulnerability Contagion Process

Certified Robustness to Adversarial Examples with Differential Privacy

PriDe: A Quantitative Measure of Privacy-Loss in Interactive Querying Settings

Maximal Information Leakage based Privacy Preserving Data Disclosure Mechanisms

An Improved Privacy Protection Method Based on k-degree Anonymity in Social Network

An Efficient Location Privacy Preserving Model based on Geohash

Privacy-Preserving Predictive Model Using Factor Analysis for Neuroscience Applications

Privacy-Preserving Predictive Model Using Factor Analysis for Neuroscience Applications