Automating vulnerability detection, prioritization, and remediation with AI agents.
Sub Category
- Network & Security
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Objectives
- Understand AI Agent Fundamentals: Grasp the evolution from LLMs to autonomous AI agents and their pivotal role in cybersecurity.
- Identify Core Components: Explain key elements such as planning, tool usage, memory, and prompt chaining that power effective AI agents.
- Architectural Proficiency: Analyze popular agent architectures (ReAct, Chain-of-Thought, AutoGPT) and determine their applicability in cyber defense.
- Integration with Cybersecurity Systems: Learn how to connect AI agents with SIEM, SOAR, and EDR tools to enhance security operations.
- Real-Time Threat Detection: Develop the skills to use AI agents for processing log data, identifying anomalies, and detecting phishing or malicious content.
- Mapping and Classification Techniques: Apply AI-based methods to classify cyber threats using frameworks like MITRE ATT&CK.
- SOC Automation Strategies: Automate key security operations, including alert triaging, incident documentation, and threat hunting using AI agents.
- Vulnerability Management Automation: Implement AI-driven solutions to continuously scan for vulnerabilities, prioritize risks, and recommend timely patching act
- Practical Agent Development: Build a functional AI agent with hands-on coding exercises using frameworks like LangChain and integrate it with external APIs.
- Security & Compliance: Ensure agents are designed with robust security measures to prevent data leakage, misuse, and maintain compliance with industry standards
- Deployment & Integration: Deploy AI agents in enterprise environments by integrating them with collaboration tools like Slack or Microsoft Teams for real-time a
- Capstone Project Implementation: Demonstrate comprehensive expertise by designing, building, and deploying a complete AI agent solution that handles practical c
Pre Requisites
- There are no requirements or prerequisites for taking this course.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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