The problem
Institutions want usage insights, but collecting raw behaviour data creates privacy risk and legal exposure.
What to build
Design an analytics pipeline that gives useful aggregate insights using techniques such as differential privacy while avoiding individual-level storage.
Success looks like
Aggregate reports with documented privacy budgets and a demonstration that individuals cannot be singled out.
Suggested technologies
- Differential privacy
- Aggregation
- Data minimisation
- Consent
- Privacy audits
An original, independent statement. It is not an official Smart India Hackathon problem statement, and Arventiq Labs is not affiliated with or endorsed by that programme. The scenario is illustrative and does not describe any specific organisation. Free to use with credit.