This survey comprehensively analyzes the growing cybersecurity challenges in Internet of Things (IoT) networks, examining vulnerabilities and threats across different layers. It also evaluates advanced defense mechanisms leveraging AI, Blockchain, and Zero Trust Architecture to enhance IoT ecosystem resilience.