Skip to main content

Privatized

Project description

Differential Privacy in Sequential Event Logging

license language build badge PyPI version Python version supported


Project Description

Sequential event logs often contain sensitive information. This program implements differential privacy (DP) techniques to anonymize sequential event logs while preserving statistical properties for analysis. This program can run 2 different functions: the full pipeline and the pattern-oriented pipeline.

Logo

Installation

To install this program you can use the following command:

pip install dp-sequential-events

To initiate, you can use the command privseq

Usage

Logo

Authors

Marta Jones
Marta Jones

💻
Anailys Hernandez
Anailys Hernandez

💡

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dp_sequential_events-1.8.6.tar.gz (425.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

dp_sequential_events-1.8.6-py3-none-any.whl (430.4 kB view details)

Uploaded Python 3

File details

Details for the file dp_sequential_events-1.8.6.tar.gz.

File metadata

  • Download URL: dp_sequential_events-1.8.6.tar.gz
  • Upload date:
  • Size: 425.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.10.20

File hashes

Hashes for dp_sequential_events-1.8.6.tar.gz
Algorithm Hash digest
SHA256 6478f9c8824de12c2a64a3b80faaf0331cd1787a3d184378ba56a96b41ee02ec
MD5 4e50a07d3feb956f9335babf3b9b4af0
BLAKE2b-256 679bf9d0069499ed6fba594dad795826e398f702cfddec62069a7a66a019f986

See more details on using hashes here.

File details

Details for the file dp_sequential_events-1.8.6-py3-none-any.whl.

File metadata

File hashes

Hashes for dp_sequential_events-1.8.6-py3-none-any.whl
Algorithm Hash digest
SHA256 304f9df1ef302480fb08bd595ca64dcebe881b2639e39a237a55aa2490d089b4
MD5 d20a4148861ba4947fd888830c88b20c
BLAKE2b-256 b7291993873e5cb94da51d4dc30b267228c81eb14551e0539c40a1e8488eed57

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page