WEF+数字安全风险评估的实际应用-50页

Digital Safety Risk Assessment Framework and Case Studies Insight Report Summary

Executive Summary

The report introduces a digital safety risk assessment framework developed by the World Economic Forum's Global Coalition for Digital Safety. This cross-jurisdictional framework provides a foundation for organizations to manage risks related to harmful online content and behavior, emphasizing human rights principles in a cyclical approach that links potential risks to actual harms. Complementing the framework is a bank of case studies demonstrating its practical application in various contexts.

The framework supports voluntary and regulatory compliance efforts, and includes planned follow-up publications on online harm typologies, risk factors, and solution-based interventions. Recent regulatory developments have accelerated the adoption of risk-based approaches, creating synergies between industry initiatives and legal frameworks.

Key Framework Aspects

• Core Principles: The framework centers on human rights and employs a proportionate, risk-based methodology. It is designed to be service and content-agnostic, adaptable to different organizational sizes and contexts.
• Methodology: Organized around identifying risks, reducing harm, mitigating damage, repairing impacts, and reporting outcomes, with flexibility for tailoring based on organization-specific factors like scale and impact.
• Outcome: Helps organizations foster a safer online environment by embedding safety considerations throughout product design, development, and operations under a "Safety by Design" philosophy.

Case Study Highlights

The report includes six case studies, showcasing how various organizations implement risk assessments:

1. Digital Trust & Safety Partnership (DTSP): Demonstrates industry-wide best practices in content moderation and enforcement, with a proportionate framework for assessments across different organization sizes.
2. Global Network Initiative (GNI): Focuses on human rights due diligence in human rights impact assessments (HRIAs), using third-party evaluations for accountability.
3. New Zealand Code of Practice: Illustrates a systems-based approach with outcome-driven standards for online safety, leveraging multistakeholder input.
4. Australian eSafety Commissioner's Safety by Design: Provides tools specifically designed for start-ups to assess and mitigate online risks, integrating transparency reports and educational materials.
5. Child Safety in Gaming/Metaverse: Case study examines child-related risks in digital environments, highlighting framework adaptability for age-specific protections.
6. AI Impact Assessment for Search Engines: Shows how algorithms can be responsibly evaluated and deployed to combat harmful content propagation.

Conclusion

The report stresses that while the framework lacks regulatory enforcement power, it enables meaningful cross-stakeholder dialogue and common language regarding online harms. Future work will include a typology of online harms, measurement frameworks for risk identification, and solution-based interventions to reduce harm and repair damage.

This initiative represents a collaborative effort contributing to digital safety governance, consistent with economic and human rights objectives in the digital age.