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Duration 7 hours
Course Outline
Navigating AI-Specific Risks in Government Contexts
- Distinguishing AI risk profiles from traditional IT and data risks.
- Categorizing AI risks into technical, operational, reputational, and ethical domains.
- Understanding public accountability and the perception of risk in the government sector.
Frameworks for AI Risk Management
- The NIST AI Risk Management Framework (AI RMF).
- ISO/IEC 42001:2023 — The AI Management System Standard.
- Reviewing other sector-specific and international guidance, such as that from the OECD and UNESCO.
Security Threats to AI Systems
- Analyzing adversarial inputs, data poisoning, and model inversion attacks.
- Managing the exposure of sensitive training data.
- Assessing risks associated with supply chains and third-party models.
Governance, Auditing, and Control Mechanisms
- Implementing human-in-the-loop processes and accountability structures.
- Ensuring auditable AI through documentation, versioning, and interpretability.
- Establishing internal controls, oversight roles, and compliance checkpoints.
Risk Assessment and Mitigation Strategies
- Developing risk registers tailored to specific AI use cases.
- Collaborating effectively with procurement, legal, and service design teams.
- Performing comprehensive pre-deployment and post-deployment evaluations.
Incident Response and Public-Sector Resilience
- Executing response protocols for AI-related incidents and breaches.
- Effective communication strategies for stakeholders and the general public.
- Integrating AI risk practices into broader cybersecurity playbooks.
Course Summary and Recommended Next Steps
Requirements
- Background experience in IT operations, risk management, cybersecurity, or compliance within government entities.
- Understanding of organizational security practices and digital service delivery models.
- No prior technical expertise in AI systems is necessary.
Target Audience
- Government IT teams responsible for digital services and systems integration.
- Cybersecurity and risk professionals working within public institutions.
- Personnel in public sector audit, compliance, and governance roles.
Testimonials (1)
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