https://github.com/loretanr/dp-gbdt

GBDT learning + differential privacy. Standalone C++ implementation of "DPBoost" (Li et al.). There are further hardened & SGX versions of the code.
https://github.com/loretanr/dp-gbdt

constant-time differential-privacy dp gbdt hardening machine-learning sgx

Last synced: about 1 month ago
JSON representation

GBDT learning + differential privacy. Standalone C++ implementation of "DPBoost" (Li et al.). There are further hardened & SGX versions of the code.

• Host: GitHub
• URL: https://github.com/loretanr/dp-gbdt
• Owner: loretanr
• License: mit
• Created: 2021-10-13T13:17:24.000Z (about 3 years ago)
• Default Branch: master
• Last Pushed: 2022-05-19T18:17:55.000Z (over 2 years ago)
• Last Synced: 2024-08-03T01:22:04.269Z (4 months ago)
• Topics: constant-time, differential-privacy, dp, gbdt, hardening, machine-learning, sgx
• Language: C++
• Homepage:
• Size: 206 MB
• Stars: 8
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-SGX-Open-Source - https://github.com/loretanr/dp-gbdt