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This lecture covers the challenges faced in the IoT era, focusing on resource-constrained IoT nodes, complex algorithms, security solutions, and the adoption of blockchain technology for distributed consensus and secure data storage. It also discusses the security challenges in the IoT era, such as increased attack surface and stringent resource constraints, along with solutions like distributed machine learning and homomorphic encryption.