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
Testimonials (5)
Explaining in detail regarding RHDS.
Murat Kumburlu - Westpac Banking Corporation
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I learned a lot and gained knowledge can use at my work!
Artur - Akademia Lomzynska
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Paulo Gouveia - EID
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Trainer willing to answer questions and give bunch of examples for us to learn.
Eldrick Ricamara - Human Edge Software Philippines, Inc. (part of Tribal Group)
Course - Security Testing
It opens up a lot and gives lots of insight what security