Other packages > Find by keyword >

GRANDpriv  

Graph Release with Assured Node Differential Privacy
View on CRAN: Click here


Download and install GRANDpriv package within the R console
Install from CRAN:
install.packages("GRANDpriv")

Install from Github:
library("remotes")
install_github("cran/GRANDpriv")

Install by package version:
library("remotes")
install_version("GRANDpriv", "0.1.3")



Attach the package and use:
library("GRANDpriv")
Maintained by
Suqing Liu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-08-22
Latest Update: 2025-08-22
Description:
Implements a novel method for privatizing network data using differential privacy. Provides functions for generating synthetic networks based on LSM (Latent Space Model), applying differential privacy to network latent positions to achieve overall network privatization, and evaluating the utility of privatized networks through various network statistics. The privatize and evaluate functions support both LSM and RDPG (Random Dot Product Graph). For generating RDPG networks, users are encouraged to use the 'randnet' package <https://CRAN.R-project.org/package=randnet>. For more details, see the "proposed method" section of Liu, Bi, and Li (2025) <doi:10.48550/arXiv.2507.00402>.
How to cite:
Suqing Liu (2025). GRANDpriv: Graph Release with Assured Node Differential Privacy. R package version 0.1.3, https://cran.r-project.org/web/packages/GRANDpriv. Accessed 20 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited GRANDpriv R package
View GRANDpriv citation profile
Other R packages that GRANDpriv depends, imports, suggests or enhances
Complete documentation for GRANDpriv
Functions, R codes and Examples using the GRANDpriv R package
Full GRANDpriv package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

metaLik  
Likelihood Inference in Meta-Analysis and Meta-Regression Models
First- and higher-order likelihood inference in meta-analysis and meta-regression models. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
secsse  
Several Examined and Concealed States-Dependent Speciation and Extinction
Simultaneously infers state-dependent diversification across two or more states of a single or mult ...
Download / Learn more Package Citations See dependency  
ecospat  
Spatial Ecology Miscellaneous Methods
Collection of R functions and data sets for the support of spatial ecology analyses with a focus on ...
Download / Learn more Package Citations See dependency  
iemiscdata  
Irucka Embry's Miscellaneous Data Collection
Miscellaneous data sets [Chemistry, Engineering Economics, Environmental/Water Resources Engineerin ...
Download / Learn more Package Citations See dependency  

27,889

R Packages

239,283

Dependencies

74,019

Author Associations

27,890

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA