| Name : R-diffpriv
| |
| Version : 0.4.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : 2.48
| Date : 2024-08-05 21:48:59
|
| Group : Development/Libraries/Other
| Source RPM : R-diffpriv-0.4.2-2.48.src.rpm
|
| Size : 0.84 MB
| |
| Packager : (none)
| |
| Summary : Easy Differential Privacy
|
Description :
An implementation of major general-purpose mechanisms for privatizing
statistics, models, and machine learners, within the framework of
differential privacy of Dwork et al. (2006) < doi:10.1007/11681878_14>.
Example mechanisms include the Laplace mechanism for releasing numeric
aggregates, and the exponential mechanism for releasing set elements. A
sensitivity sampler (Rubinstein & Alda, 2017) < arXiv:1706.02562>
permits sampling target non-private function sensitivity; combined with
the generic mechanisms, it permits turn-key privatization of arbitrary
programs.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/x86_64 |
