Sense & Scale

A site to explore cultures, cities, and computing at varying senses and scales. Updated by Ar Ducao, with content from classes at NYU, MIT, CUNY and more.

Contact: see syllabi

Civic Hall Ethical Data Collection, Spring 2019

April 25, 2019

Participating Organizations NYC City Council Center for Employment Opportunities NCTC Collaborative Docs Data Policies: Good Bits Data Policies: Not-So-Good Bits Further Resources Sample dataset Further Resources HIPAA De-Identification Standards Differential Privacy Harvard Differential Privacy Project Dworkin Video: Differential Privacy Video (Mathematical definitions) Dworkin Paper: A Firm Foundation for Private Data…

Participating Organizations

Collaborative Docs

Further Resources

Sample dataset
Further Resources
HIPAA De-Identification Standards
Differential Privacy
- Harvard Differential Privacy Project
- Dworkin Video: Differential Privacy Video (Mathematical definitions)
- Dworkin Paper: A Firm Foundation for Private Data Analysis
- Sweeney Paper: k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
- Dworkin, Roth: Differential Privacy Book (PDF)
- Tools:
  - TensorFlow Privacy (Blog post and Github repo)
  - Pre-requisite: TensorFlow installation and TensorFlow Neural Network training tutorial
    - TensorBoard in notebooks could also be useful
    - This sample TensorFlow neural net notebook could be helpful.

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