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Privacy-by-Design Principles(PbD)
Foundational privacy principles embedded into agent system architecture from conception, ensuring proactive data protection, user empowerment, and regulatory compliance through design rather than afterthought implementation.
In 30 seconds
- What
- Embeds privacy controls into agent architecture from the start: data minimization, on-device processing defaults, consent checkpoints, and automatic lifecycle deletion.
- When to use
- Systems handling sensitive user data (financial, health, personal) where regulatory compliance and user trust are non-negotiable business requirements.
- Watch out
- High upfront design cost; retrofitting privacy later is far more expensive than building it in, and incomplete threat modeling leaves gaps.
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Privacy-by-Design Principles: Overview
Foundational privacy principles embedded into agent system architecture from conception, ensuring proactive data protection, user empowerment, and regulatory compliance through design rather than afterthought implementation.
- Proactive not reactive: privacy risks prevented at design time
- Privacy as the default setting with no user action required
- Data minimization and purpose limitation built into flows
- End-to-end lifecycle protection from collection to deletion
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References
The papers, specifications, and repositories this pattern is based on.
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