Challenges, Risks, and Governance

Anonymization and De-Identification Techniques

Risk of Re-Identification

Balancing Openness with Privacy Protection

Legal and Regulatory Compliance

Protecting Sensitive Information

Securing Data Infrastructure

Incident Response and Breach Management

Garbage In, Garbage Out Problem

Establishing Trust in Data Sources

Ongoing Data Maintenance

Securing Long-Term Funding

Maintaining Infrastructure and Data Freshness

Political and Institutional Will

Community Support and Engagement

Potential for Misuse and Misinterpretation

Algorithmic Bias and Fairness

Digital Divide and Equitable Access

Informed Consent and Data Ownership