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Data Ethics
Privacy
Ethical principles guiding data collection, processing, and use beyond compliance.
Definition
Data ethics covers principles such as fairness, transparency, proportionality, and harm reduction when designing data practices, even when legally permissible.
In plain English
Ethical principles guiding data collection, processing, and use beyond compliance.
Why this matters
Why it matters: Ethical design reduces privacy harms, bias, and misuse risks in real-world systems.
Example
Example: Minimizing sensitive data collection and explaining model decisions to users.