High school project idea · Technology & AI

Audit an App’s Privacy Trail

Follow what one app asks for, collects, shares, stores, and leaves unclear before tapping “Allow.”

Conduct a responsible privacy review using public policies, visible permissions, data flows, and user expectations without attempting unauthorized access.

Original Compass project by Davisville LabsReviewed August 2026Goal real work, evidence, and reflectionEditorial standards →

Why this project matters

Learn by doing something real.

Conduct a responsible privacy review using public policies, visible permissions, data flows, and user expectations without attempting unauthorized access. This project feels different from a school assignment because the student serves everyday users deciding whether and how to use a popular app, creates something visible, tests it honestly, responds to feedback, and explains the decisions behind the final result.

What you will create

Your project plan

Use these deliverables as milestones for Audit an App’s Privacy Trail. Adapt the details to your interests, available time, and real-world opportunities.

  1. 01

    User, data, and risk requirements

    Research permissions, account data, device data, third parties, retention, deletion, children and teen terms, security claims, dark patterns, and user expectations. Document the needs, constraints, credible sources, and perspectives of everyday users deciding whether and how to use a popular app.

  2. 02

    Technical architecture and test plan

    Turn the evidence into a focused plan for the consumer app privacy audit, including success criteria, ethical boundaries, scope, and a realistic path to completion.

  3. 03

    Working product or prototype

    Create the first complete version of the consumer app privacy audit. Include an app and use-case scope, permission inventory, policy annotations, data-flow map, expectation survey, risk matrix, user settings guide, and improvement proposal.

  4. 04

    Reliability and usability test log

    ask users what data flows they expect before seeing the map, compare expectations with documented practices, and have an informed reviewer audit claims Record what happened, what failed, what users or reviewers said, and which changes you made.

  5. 05

    Final technology case study

    Publish the final consumer app privacy audit with a portfolio-ready case study showing the challenge, evidence, process, revisions, results, limits, and next version.

Make the work stronger

What separates a finished project from a meaningful one?

For Audit an App’s Privacy Trail, use these checkpoints to protect the quality of the work without turning the project into a performance for admissions.

Avoid this

  • Starting the consumer app privacy audit before understanding everyday users deciding whether and how to use a popular app
  • Treating assumptions or internet opinions as real evidence
  • Choosing a scope too large to test and finish with care

Evidence that it is working

  • The audience and real problem are clearly defined
  • Research and evidence are documented
  • A working consumer app privacy audit was created

If you want to go further

  • Test the work with at least five additional people from everyday users deciding whether and how to use a popular app
  • Interview a professional connected to Privacy Engineering and compare their advice with your approach

Skills you can build

Capabilities that travel beyond this project.

Privacy AnalysisPolicy ReadingThreat ModelingTechnical Problem SolvingResponsible Technology

College application value

Use the project as evidence, not decoration.

Can demonstrate initiative, curiosity, reflection, and growth through the student’s choices, response to setbacks, work with everyday users deciding whether and how to use a popular app, and development of Privacy Analysis, Policy Reading, and Threat Modeling.

Technical CuriosityProblem SolvingCreativityIterationResponsible Innovation

The goal of Audit an App’s Privacy Trail is not to manufacture an impressive activity. Do real work, keep evidence of the process, and reflect honestly on what changed.

How this guide was made

Audit an App’s Privacy Trail is an original Compass educational starting point designed around real work, visible evidence, feedback, and reflection. It is not an admissions guarantee.

Read editorial standards →
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