Leveling the Playing Field Against Attacker AI Enabled TTPs

Hands-on project ideas to practice and apply your learning

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Introduction to AI-Driven Threat Detection
Beginner 8h

This project involves setting up a basic AI-powered threat detection system using open-source tools. Participants will learn how to integrate AI into cybersecurity workflows and understand its impact on threat detection.

Real-World Context: Helps participants understand how AI can be leveraged for basic threat detection in small to medium-sized enterprises.
Learning Objectives
  • Understand the basics of AI in threat detection
  • Learn to set up a simple AI-based security tool
  • Familiarize with common AI cybersecurity tools
Skills Practiced
Basic cybersecurity tool setup AI integration in security systems
Deliverables
  • A functioning AI-based threat detection setup
  • A report on initial findings and observations
  • A presentation on the setup process and results
Success Criteria
  • Successful installation and configuration of the tool
  • Identification of at least one potential threat
  • Clear understanding of AI's role in threat detection
Required Tools & Technologies
Open-source AI security tool (e.g., Snort with AI plugin) Basic computer setup
Concepts from Resource
AI in cybersecurity Threat detection
Project Type:

Individual

Industry Context:

Cybersecurity

Automating Security Tasks with AI Workflows
Intermediate 8h

Participants will develop automation workflows for routine security tasks using AI tools. This project focuses on enhancing security measures and reducing manual workload through automation.

Real-World Context: Enables organizations to streamline security operations, making them more efficient and less prone to human error.
Learning Objectives
  • Develop automated workflows for routine security tasks
  • Integrate AI tools into existing security infrastructure
  • Evaluate the effectiveness of automation in security operations
Skills Practiced
Security automation Workflow development
Deliverables
  • Automated workflow scripts
  • Documentation of the workflow setup
  • Analysis report on workflow effectiveness
Success Criteria
  • Successful creation of at least two automated workflows
  • Demonstrated reduction in manual security tasks
  • Positive evaluation of workflow efficiency
Required Tools & Technologies
Security Information and Event Management (SIEM) system Automation scripting tools (e.g., Python, Bash)
Concepts from Resource
Security automation Machine learning applications
Project Type:

Team

Industry Context:

Cybersecurity

Advanced AI Security Tool Implementation
Advanced 8h

This project involves implementing and customizing an advanced AI-powered security tool to enhance an organization's defense strategy. Participants will work on real-world scenarios to test and refine security measures.

Real-World Context: Provides hands-on experience with advanced AI security tools, preparing participants for roles in high-stakes cybersecurity environments.
Learning Objectives
  • Implement an advanced AI security tool
  • Customize the tool to fit specific security needs
  • Conduct thorough testing and refinement of security measures
Skills Practiced
Advanced security tool implementation Threat analysis and mitigation
Deliverables
  • Customized AI security tool setup
  • Comprehensive testing report
  • Recommendations for ongoing security improvements
Success Criteria
  • Successful deployment of the AI security tool
  • Identification and mitigation of advanced threats
  • Development of a strategic plan for continuous improvement
Required Tools & Technologies
Advanced AI security platform (e.g., Darktrace, Cylance) Access to a test network environment
Concepts from Resource
AI in cybersecurity Security best practices
Project Type:

Classroom

Industry Context:

Cybersecurity

Projects Overview
Total:
3 projects
Beginner:
1
Intermediate:
1
Advanced:
1
Total Time:
~24 hours
Getting Started
  1. Start with beginner projects if you're new to the topic
  2. Review the resource material before beginning
  3. Set up the required tools and technologies
  4. Follow the learning objectives step by step
  5. Document your progress and learnings
  6. Share your completed projects for feedback
Resource Details
Type:
youtube_video
Difficulty:
intermediate
AI-Generated Content

These project ideas were generated using AI to provide practical, hands-on learning experiences based on the resource content.

Projects are designed to reinforce learning through real-world application and skill development.