The package helps researchers and developers to correctly use advanced methods in differential privacy and obtain provable DP guarantees. The core of the package is an analytical moments accountant that keeps track of Renyi Differential Privacy in analytical forms.
Raw data
{
"_id": null,
"home_page": "https://github.com/yuxiangw/autodp",
"name": "autodp",
"maintainer": "",
"docs_url": null,
"requires_python": "",
"maintainer_email": "",
"keywords": "Differential Privacy,Moments Accountant,Renyi Differential Privacy",
"author": "Yu-Xiang Wang",
"author_email": "yuxiangw@cs.ucsb.edu",
"download_url": "https://files.pythonhosted.org/packages/9f/50/55fe94f155dc3f68d1bfa92f0b3a9201b05fb9a00c616b90265c9c802466/autodp-0.2.3.1.tar.gz",
"platform": null,
"description": "The package helps researchers and developers to correctly use advanced methods in differential privacy and obtain provable DP guarantees. The core of the package is an analytical moments accountant that keeps track of Renyi Differential Privacy in analytical forms.\n",
"bugtrack_url": null,
"license": "Apache",
"summary": "Automating Differential Privacy Computation",
"version": "0.2.3.1",
"project_urls": {
"Download": "https://github.com/yuxiangw/autodp/archive/refs/tags/v0.2.3.tar.gz",
"Homepage": "https://github.com/yuxiangw/autodp"
},
"split_keywords": [
"differential privacy",
"moments accountant",
"renyi differential privacy"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "9f5055fe94f155dc3f68d1bfa92f0b3a9201b05fb9a00c616b90265c9c802466",
"md5": "bcd2c526ac08addd9cb7a2681551dab9",
"sha256": "18638b6b51eef77b728adcf05bfe6817546fbe1a26548b1326a9c9ad23f3ea10"
},
"downloads": -1,
"filename": "autodp-0.2.3.1.tar.gz",
"has_sig": false,
"md5_digest": "bcd2c526ac08addd9cb7a2681551dab9",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 56268,
"upload_time": "2023-11-15T06:42:19",
"upload_time_iso_8601": "2023-11-15T06:42:19.165689Z",
"url": "https://files.pythonhosted.org/packages/9f/50/55fe94f155dc3f68d1bfa92f0b3a9201b05fb9a00c616b90265c9c802466/autodp-0.2.3.1.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2023-11-15 06:42:19",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "yuxiangw",
"github_project": "autodp",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"requirements": [],
"lcname": "autodp"
}