Privacy by Design and Principles Questions

Comprehensive coverage of foundational privacy principles and the practice of embedding privacy into systems, products, and processes from inception. Candidates should understand core concepts including data minimization, purpose limitation, lawfulness and fairness of processing, accuracy, integrity and confidentiality, transparency, user control, privacy by default, retention limits, accountability, and security controls. The topic includes operationalization for product and engineering workflows: mapping data flows and inventories, conducting privacy impact assessments, threat modeling for privacy risks, defining retention and deletion policies, consent and user rights handling, choosing anonymization or pseudonymization strategies, and applying privacy enhancing technologies. It also covers integrating privacy requirements into the software development lifecycle with traceable requirements and design reviews, stakeholder collaboration with product managers engineers legal teams and compliance functions, measurement and monitoring of privacy controls in production, documentation and governance, and balancing privacy trade offs with business objectives and regulatory obligations such as the General Data Protection Regulation.