Get in Touch

Course Outline

Introduction to Edge AI Security

  • Overview of Edge AI security challenges.
  • Threat landscape: cyberattacks on edge devices.
  • Regulatory compliance and security frameworks.

Encryption and Authentication for Edge AI

  • Data encryption techniques for securing AI models.
  • Hardware-based security: TPM and secure enclaves.
  • Implementing strong authentication and access control.

Secure AI Model Deployment and Protection

  • Preventing adversarial attacks on AI models.
  • Techniques for model obfuscation and protection.
  • Ensuring model integrity and trustworthiness.

Resilience Strategies for Edge AI Systems

  • Designing fault-tolerant Edge AI architectures.
  • AI-driven anomaly detection for security breaches.
  • Automated threat response mechanisms.

Secure Edge-to-Cloud Communication

  • Implementing secure communication protocols.
  • Data privacy and federated learning in Edge AI.
  • Ensuring compliance with industry security standards.

Future Trends and Best Practices in Edge AI Security

  • AI-powered cybersecurity for edge computing.
  • Emerging threats and evolving security strategies.
  • Ethical considerations in AI security.

Summary and Next Steps

Requirements

  • Advanced knowledge of AI and machine learning concepts.
  • Experience with cybersecurity principles and encryption techniques.
  • Familiarity with IoT and Edge computing environments.

Target Audience

  • Cybersecurity professionals.
  • AI engineers.
  • IoT developers.
 21 Hours

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 4800 € + VAT*

Contact us for an exact quote and to hear our latest promotions

Testimonials (3)

Provisional Upcoming Courses (Contact Us For More Information)

Related Categories