Masterclass: AI Agents for Attack Investigation
- Course Code AIA
- Duration 3 days
Course Delivery
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Course Delivery
This course is available in the following formats:
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Virtual Learning
Learning that is virtual
Request this course in a different delivery format.
Course Overview
TopIn this course, Participant will gain crucial cybersecurity knowledge and skills in terms of AI Agents for Attack Investigation.They will learn to enhance investigations with AI-driven workflows. Red and purple teamers will strengthen adversary emulation and detection validation, while engineers and developers gain hands-on experience building AI-powered tools, pipelines, and multi-agent systems. Security leaders and architects will benefit from practical insights into securing AI systems and addressing emerging vulnerabilities.
This course is based on practical knowledge from tons of successful projects, many years of real-world experience and no mercy for misconfigurations or insecure solutions! All exercises are based on Windows Server, Windows 10, Kali Linux, and Ubuntu.
During this course, you will have the opportunity to go through CQURE’s custom lab exercises, interact with our world-renowned Expert and receive a lifelong certification after completing the course.
Virtual Learning
This interactive training can be taken from any location, your office or home and is delivered by a trainer. This training does not have any delegates in the class with the instructor, since all delegates are virtually connected. Virtual delegates do not travel to this course, Global Knowledge will send you all the information needed before the start of the course and you can test the logins.
Course Schedule
Top-
- Delivery Format: Virtual Learning
- Date: 09-11 December, 2026 | 9:00 AM to 5:00 PM
- Location: Virtual (Arabian St)
- Language: English
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- Delivery Format: Virtual Learning
- Date: 09-11 December, 2026 | 9:00 AM to 4:00 PM
- Location: Virtual (Egypt Stan)
- Language: English
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- Delivery Format: Virtual Learning
- Date: 09-11 December, 2026 | 10:00 AM to 5:00 PM
- Location: Virtual (Arab Stand)
- Language: English
Target Audience
TopThis course is designed for security professionals across offensive, defensive, and hybrid roles. Analysts, hunters, SOC teams, and incident responders
Course Objectives
Top- How-to build custom AI agents to support security investigations
- Implement Retrieval-Augmented Generation (RAG) systems for effective knowledge management
- Development and deployment of multi-agent systems using CrewAI
- Creation of n8n workflows
- How to implement security controls for AI systems
- Address AI-specific vulnerabilities with practical mitigation strategies
Course Content
TopModule 2: Introduction to AI
Module 3: Python Fundamentals for Security
Module 4: Log Analysis with Sysmon
Module 5: Building Your First AI Model with LangChain
Module 6: Introduction to RAG
Module 7: Advanced RAG Methodologies
Module 8: Tool Calling & Memory Management
Module 9: Domain Investigation Agent
Module 10: LangChain & ReAct Model
Module 11: CrewAI and Multi-Agent Models
Module 12: Introduction to n8n
Module 13: Multimodal AI Agents
Module 14: AI Red Teaming & Security
Course Prerequisites
TopParticipants are recommended to have the following:
- Basic understanding of security concepts such as networks, endpoints, threats, and vulnerabilities
- Basic Knowledge of Programming/Scripting
- General awareness of concepts such as machine learning, automation, or data analysis
Test Certification
Top- After finishing the course, you will be granted a CQURE Certificate of Completion. Please note that after completing the course you will also be eligible for CPE points!