A systematic design framework that embeds data protection principles into software systems from inception, incorporating privacy-by-design modologies, access controls, anonymization techniques, and compliance mechanisms to safeguard personal information.
Semantic Classification
Content
Key Principles
- Privacy by design from initial development
- Data minimization and purpose limitation
- Role-based access control (RBAC)
- Encryption and anonymization techniques
- Transparency in data collection and usage
2024 Context
- Organizations faced EUR 1.2B in GDPR fines
- 82% of breaches involve human element (Verizon 2024)
- 63% of breaches linked to misconfigured interfaces
- RBAC reduces unauthorized access by 70%