Data Privacy
Category: Safety & Ethics
Category: Safety & Ethics
Definition
Data privacy protects personal information used in AI systems from unauthorized access or misuse.
How It Works
Privacy techniques include data anonymization, encryption, and differential privacy. Some methods let AI learn from data without exposing individual records.
Privacy-preserving AI can train models without compromising personal information.
Why It Matters
AI systems often use sensitive data like medical records, financial information, or personal communications. Strong privacy protections build trust and comply with regulations like GDPR.
Poor data privacy can destroy public confidence in AI systems.
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