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 10 Mar. 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

gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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