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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
differential privacy protection
biblio
An Improved Collaborative Filtering Recommendation Algorithm Based on Differential Privacy
Submitted by aekwall on Mon, 01/11/2021 - 1:40pm
gradient methods
ε-differential privacy
stochastic gradient descent algorithm
recommendation systems
recommendation accuracy loss
potential characteristic matrix
noise matrix factorization model
Netflix
MovieLens
differential privacy matrix factorization model
differential privacy constraint
collaborative filtering recommendation model
centralized recommendation
matrix factorization
Matrix decomposition
differential privacy protection
Scalability
Perturbation methods
recommender systems
privacy protection
differential privacy
Predictive models
software engineering
Stochastic processes
Prediction algorithms
privacy
collaborative filtering
composability
pubcrawl
Human behavior
Resiliency
data privacy
biblio
Application of Differential Privacy in Location Trajectory Big Data
Submitted by grigby1 on Mon, 12/28/2020 - 12:38pm
differential privacy protection technology
social software
resilience
position trajectory
mobile Internet technology
mobile computing
Metrics
location trajectory privacy protection
location trajectory Big Data
location trajectory
location based services
internet
GPS technology
Global Positioning System
differential privacy
differential privacy protection
Data protection
data privacy
Big Data privacy protection
big data privacy
Big Data
Algorithm
Human behavior
Resiliency
Scalability
composability
pubcrawl
biblio
A Differential Privacy Random Forest Method of Privacy Protection in Cloud
Submitted by aekwall on Mon, 06/22/2020 - 11:19am
Decision trees
random forest classification algorithm
random forest algorithm
hybrid decision tree algorithm
high privacy protection
high classification performance
differential privacy random forest method
differential privacy protection
Forestry
classification accuracy
privacy protection
differential privacy
Cloud Computing
Prediction algorithms
pattern classification
privacy
composability
pubcrawl
Human behavior
Resiliency
Random Forest
Classification algorithms
data privacy
Scalability
