The AI+ Security Level 3™ course provides a comprehensive exploration of the intersection between AI and cybersecurity, focusing on advanced topics critical to modern security engineering. It covers foundational concepts in AI and machine learning for security, delving into areas like threat detection, response mechanisms, and the use of deep learning for security applications. The course addresses the challenges of adversarial AI, network and endpoint security, and secure AI system engineering, along with emerging topics such as AI for cloud, container security, and blockchain integration. Key subjects also include AI in identity and access management (IAM), IoT security, and physical security systems, culminating in a hands-on capstone project that tasks learners with designing and engineering AI-driven security solutions.
Identity and Access Management (IAM) Engineer:. Develop Al-powered IAM solutions to improve access control, and identity verification processes for large-scale organizations.
Security Consultant for Al-Driven Solutions:. Advise on implementing AI-driven security technologies, offering best practices and system integration for optimal protection.
IoT Security Specialist:. Use Al to protect IoT devices and networks, ensuring the security of interconnected systems in industries like healthcare, manufacturing, and smart cities.
Cloud Security Architect:. Leverage Al to enhance cloud security, focusing on areas like container security, threat detection, and incident response in cloud environments.
Module 1: Foundations of AI and Machine Learning for Security Engineering .
Module 2: Machine Learning for Threat Detection and Response.
Module 3: Deep Learning for Security Applications.
Module 4: Adversarial AI in Security.
Module 5: AI in Network Security.
Module 6: AI in Endpoint Security.
Module 7: Secure AI System Engineering.
Module 8: AI for Cloud and Container Security.
Module 9: AI and Blockchain for Security.
Module 10: AI in Identity and Access Management (IAM).
Module 11: AI for Physical and IoT Security.
Module 12: Capstone Project – Engineering AI Security Systems.
Optional Module: AI Agents for Security level 3.
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