Course Outline

Introduction to Edge AI Security for Government

  • Overview of Edge AI security challenges for government operations
  • Threat landscape: cyberattacks on edge devices in the public sector
  • Regulatory compliance and security frameworks for government agencies

Encryption and Authentication for Edge AI for Government

  • Data encryption techniques to secure AI models for government use
  • Hardware-based security: Trusted Platform Modules (TPM) and secure enclaves in government systems
  • Implementing strong authentication and access control for government applications

Secure AI Model Deployment and Protection for Government

  • Preventing adversarial attacks on AI models used by government agencies
  • Techniques for model obfuscation and protection in government settings
  • Ensuring model integrity and trustworthiness for government operations

Resilience Strategies for Edge AI Systems for Government

  • Designing fault-tolerant Edge AI architectures for government systems
  • AI-driven anomaly detection for security breaches in government networks
  • Automated threat response mechanisms for government agencies

Secure Edge-to-Cloud Communication for Government

  • Implementing secure communication protocols for government data
  • Data privacy and federated learning in Edge AI for government applications
  • Ensuring compliance with industry security standards for government operations

Future Trends and Best Practices in Edge AI Security for Government

  • AI-powered cybersecurity for edge computing in the public sector
  • Emerging threats and evolving security strategies for government agencies
  • Ethical considerations in AI security for government use

Summary and Next Steps for Government

Requirements

  • Advanced comprehension of artificial intelligence and machine learning principles
  • Experience with cybersecurity frameworks and encryption methodologies
  • Knowledge of Internet of Things (IoT) and Edge computing ecosystems

Audience for Government

  • Cybersecurity specialists
  • AI engineers
  • IoT developers
 21 Hours

Number of participants


Price per participant

Testimonials (5)

Upcoming Courses

Related Categories