Course Code:
aisec
Duration:
7 hours
Course Outline:
Detailed Course Curriculum
Security Assessment
- Current AI security posture evaluation
- Risk landscape analysis
- Compliance requirement mapping
AI Security Framework
Foundation Security
- AI-specific threat models
- Security architecture design
- Data protection frameworks
- Access control systems
- Prompt injection prevention
Advanced Security Measures
- Model security considerations
- Output validation frameworks
- Response filtering systems
- Security monitoring architecture
- Incident response planning
Governance & Compliance
AI Governance Framework
- Policy development
- Ethical AI guidelines
- Responsible AI principles
- Accountability frameworks
- Audit mechanisms
Compliance Architecture
- GDPR compliance for AI
- HIPAA considerations
- SOC 2 requirements
- Industry-specific regulations
- Cross-border data compliance
Risk Management & Control
Risk Assessment
- AI risk evaluation frameworks
- Vulnerability assessment
- Impact analysis
- Mitigation strategies
- Continuous monitoring
Control Implementation
- Access control systems
- Data governance frameworks
- Audit trails
- Monitoring solutions
- Incident response
Enterprise Implementation
Security Architecture
- Enterprise security design
- Integration security
- API security
- Network protection
- Data encryption
Governance Implementation
- Policy enforcement
- Compliance monitoring
- Audit procedures
- Documentation systems
- Training programs
Strategic Planning
- Security roadmap development
- Governance evolution
- Future compliance preparation
- Resource allocation