Overview
Explore IoT security and privacy challenges in cloud environments through this 11-minute conference talk from Conf42 IoT 2024. Learn about critical security challenges in distributed AI systems and discover innovative solutions combining blockchain technology and federated learning. Dive deep into the technical aspects of blockchain implementation, federated learning approaches, and cloud AI integration. Understand how these technologies work together to create enhanced security frameworks for IoT ecosystems. Examine real-world applications and benefits, with a special focus on healthcare case studies. Gain insights into comparative advantages of different security approaches and explore future directions in IoT security. Master practical strategies for implementing robust security measures in cloud-based IoT systems while maintaining data privacy and system integrity.
Syllabus
00:00 Introduction to IoT Security and Privacy
00:53 Challenges in Distributed AI Security
01:56 Solutions: Blockchain and Federated Learning
02:25 Deep Dive: Blockchain Technology
03:36 Deep Dive: Federated Learning
04:23 Deep Dive: Cloud AI
04:59 Integrating Technologies for Enhanced Security
07:20 Applications and Benefits
08:10 Comparative Advantages and Future Directions
09:30 Case Study: Healthcare
09:56 Conclusion
Taught by
Conf42