Publishing

biblio

Differential Privacy Algorithm Based on Personalized Anonymity

Submitted by grigby1 on Thu, 01/28/2021 - 12:58pm

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

Adding Noise Trajectory for Providing Privacy in Data Publishing by Vectorization

Submitted by grigby1 on Mon, 12/28/2020 - 11:40am

Metrics
vector-based grid environment
Trajectory
scientific research
Scalability
Resiliency
resilience
Publishing
pubcrawl
privacy protection
privacy
noise trajectory
-Privacy-Publishing-Data
Keywords-—-Noise-trajectory
Human behavior
grid computing
Databases
data utility
data publishing
data privacy
Cancer
business purpose
big data privacy
-Surrogate-Vector

biblio

A Semantic k-Anonymity Privacy Protection Method for Publishing Sparse Location Data

Submitted by grigby1 on Thu, 08/13/2020 - 4:35pm

semantic k-anonymity privacy protection method
privacy disclosure
privacy leaks
privacy protection
pubcrawl
Publishing
resilience
Resiliency
semantic attacks
nonsensitive data
semantic privacy protection
semantic translation
Semantics
sensors
sparse location data
Trajectory
user sensitive information
k-anonymity
anonymous set
attacker
composability
compressed sensing
data privacy
diversity reception
Human behavior
information science
anonymity
location based services
location information
location technology
location-based services
Metrics
missing location data
multiuser compressing sensing method

biblio

A Scalable (\$\textbackslashtextbackslashalpha, k\$)-Anonymization Approach using MapReduce for Privacy Preserving Big Data Publishing

Submitted by grigby1 on Fri, 08/07/2020 - 2:47pm

big data privacy
Velocity of data
timely anonymization
scenarios efficient anonymization
Scalable k-Anonymization approach
Scalable k-Anonymization (SKA)
scalable anonymization approach
Publishing
privacy preserving big data publishing
privacy preserving approaches scalability
MapReduce based Anonymization (MRA)
k-anonymity
data publishing approaches
Credit cards
security of data
anonymity
AI
Government
Scalability
Big Data
privacy issues
privacy
data privacy
Resiliency
resilience
Human Factors
Human behavior
pubcrawl

biblio

Dynamic Data Publishing with Differential Privacy via Reinforcement Learning

Submitted by aekwall on Mon, 06/22/2020 - 10:19am

differential privacy
privacy guarantee
privacy budget allocation scheme
privacy budget allocation phase
privacy budget
dynamic data publishing strategy
dynamic data publishing algorithm
dynamic data
data release
data publishing
Publishing
privacy protection
Scalability
Heuristic algorithms
resource allocation
Reinforcement learning
resource management
privacy
composability
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
data privacy

biblio

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

Submitted by aekwall on Mon, 04/20/2020 - 9:31am

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

Tracking Sensitive Information and Operations in Integrated Clinical Environment

Submitted by aekwall on Mon, 01/27/2020 - 9:28am

integrated Clinical Environment
sensitive information
complex ICE systems
data flow
data flow analysis framework
device interoperability
dynamic analysis
high-level supervisory apps
Ice
sensitive data
low-level communication middleware
medical cyber physical system
medical cyber-physical systems
medical devices
Publishing
sensitive operations
standardized framework
security
open systems
static analysis
medical information systems
middleware
interoperability
taint analysis
privacy
data flow analysis
standards
Metrics
composability
pubcrawl
performance evaluation
data privacy
security of data

biblio

M-sanit: Computing misusability score and effective sanitization of big data using Amazon elastic MapReduce

Submitted by grigby1 on Wed, 09/12/2018 - 10:21am

Data Sanitization
voluminous data
privacy preserving data publishing
privacy preserving data mining
misusability score
misusability measure
MapReduce programming paradigm
EMR
EC2
big data processing
Amazon Elastic MapReduce
Amazon Elastic Cloud Compute
outsourced data
sensitive data
Resiliency
programming
resilience
sanitization
Publishing
parallel programming
MapReduce
Distributed databases
Data mining
Cloud Computing
data privacy
Big Data
composability
Human Factors
Human behavior
pubcrawl
privacy

biblio

Research on K Anonymity Algorithm Based on Association Analysis of Data Utility

Submitted by grigby1 on Mon, 04/02/2018 - 11:30am

K anonymity
Resiliency
resilience
Publishing
pubcrawl
Privacy preserve
principal component analysis
personal privacy information
personal identity
PCA-GRA K anonymous algorithm
optimization
Metrics
medical information systems
medical data privacy
K anonymity algorithm
Algorithm design and analysis
information loss
Human behavior
grey systems
Grey relational analysis K anonymous algorithm
feature maintenance
data utility
data privacy
data analysis
correlation coefficient
Correlation
composability
classification evaluation performance
association analysis
anonymity

biblio

An improved differential privacy algorithm to protect re-identification of data

Submitted by grigby1 on Wed, 01/10/2018 - 11:38am

Human behavior
ε-differential privacy
two-layer privacy
sanitized data
Resiliency
re-identification risk
Publishing
pubcrawl
privacy
Policy
Partitioning algorithms
mining trends
Medical services
machine learning algorithms
improved differential privacy algorithm
Human Factors
Algorithm design and analysis
healthcare organizations
decision-making systems
data sharing
data set
data sanitization algorithm
Data Sanitization
data repositories
data privacy
Data mining
data donors
data custodians
customer service
credible information
Compositionality
collaboration

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Cyber-Physical Systems Virtual Organization

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

Publishing

Differential Privacy Algorithm Based on Personalized Anonymity

Adding Noise Trajectory for Providing Privacy in Data Publishing by Vectorization

A Semantic k-Anonymity Privacy Protection Method for Publishing Sparse Location Data

A Scalable (\$\textbackslashtextbackslashalpha, k\$)-Anonymization Approach using MapReduce for Privacy Preserving Big Data Publishing

Dynamic Data Publishing with Differential Privacy via Reinforcement Learning

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

Tracking Sensitive Information and Operations in Integrated Clinical Environment

M-sanit: Computing misusability score and effective sanitization of big data using Amazon elastic MapReduce

Research on K Anonymity Algorithm Based on Association Analysis of Data Utility

An improved differential privacy algorithm to protect re-identification of data