MonaMaNotAvailable/BostonPoliceDataAnalysis-CS151DataPrivacySecurity

BostonPoliceDataAnalysis-CS151DataPrivacySecurity

This Repo comprises three different datasets:

• Boston Police Department Crime Hub Data
• The Woke Windows Project
• Boston Cop Track

Tools:

• SmartNoise SDK: Tools for Differential Privacy on Tabular Data
• Matplotlib

Design Docs:

1. Checkpoint 3 - Analysis done with different queries:
   https://docs.google.com/document/d/1-G3i7vyoT-_xE0hwLoJcmTejouE_otZFtw2ELXEazik/edit?usp=sharing

2. Checkpoint 4 - Implementation with OpenDp SmartNoise:
   https://docs.google.com/document/d/1fQjWv4tuH1c_cX26mAo6Qt5zfODX_8M0SJMOovoJ_YQ/edit?usp=sharing

Todo:

• Side channel attacks prevention