AI for Cybersecurity (Copy)

Become an AI-first security engineer in 6 weeks! A live bootcamp for security engineers who want to build, deploy and measure real AI agents and models. No ML background required. Course includes access to an active discord community, 3 industry experts as guests, github to store your code and certification! Cohort starts June 5 and ends July 10th. Classes every Tuesday and Friday 5 PM PST. Payment plans and scholarships available. Enrollment open now.

Karan Dwivedi

Taught by Karan Dwivedi

Cybersecurity Expert, 10+ years, Google, Yahoo Security, 20k+ followers

What you'll learn

Learn ML/AI foundations to cut through the buzzwords
Build and Train Your Own Models
Build your own AI agents
Understand how RAG and MCPs work in depth
Engineer Prompts and Context so your models produce useful output
Measure effectiveness of your models the right way
Applications of AI in cybersecurity domains with examples
Incorporate instant feedback from our AI assignment grader
3 Industry Experts as Guest Speakers
Network with our community of 1800+ professionals

Learn directly from the experts

Karan Dwivedi

Karan Dwivedi

Cybersecurity Expert, 10+ years, Google, Yahoo Security, 20k+ followers

10+ years at Google, Yahoo building leading cybersecurity initiatives for 1B+ users. Applying AI in cyber since 2015! 20k+ followers on Social Media

Overview

Watch the program overview

Course syllabus

39 lessons • 21+ hours of content • 4 assignments

AI/ML foundations
1
Key ML concepts every security engineer needs to know
2
AI/ML metrics to care about
3
How LLMs actually work (not the hype version)
4
AI threat landscape
Building and Training Models using Ollama
1
Why local models matter for security
2
Running open-source LLMs locally
3
Fine-tuning a model on security-specific data
4
Evaluating model quality
5
MLOps for security workflows
Prompt and Context Engineering, RAGs, MCPs
1
Prompt engineering techniques that actually work
2
Building a RAG over your own data
3
Structuring knowledge bases for security use cases
4
Model Context Protocols (MCPs) for reliable AI behavior
5
Preventing prompt injection attacks
Building your own Agents using LangFlow
1
What agents are and when to use them vs. simple LLM calls
2
Building a multi-step security automation agent
3
Tool use and function calling
4
Chaining agents for complex workflows
5
Failure modes to watch for in production agents
OWASP Top 10 for LLMs, MITRE ATLAS and Harness Engineering
1
OWASP Top 10 for LLMs
2
MITRE ATLAS Framework
3
Harness Engineering
AI Red Teaming and Adversarial Techniques
1
AI red teaming vs traditional pentesting
2
Attack Techniques and Mitigations
3
How defenders respond
Real-World AI Applications in Cybersecurity
1
Applications in Application Security (e.g. Vulnerability analysis and patch prioritization)
2
Application in Infrastructure Security (risk assessment)
3
Applications in Detection Engineering (e.g. threat and anomaly detection)
4
Applications in Digital Forensics and Incident Response (accelerate IR playbooks)
5
Applications in Pentesting (static and dynamic analysis)
Securing AI Systems You Build
1
Threat modeling AI systems before deployment
2
Hardening RAG and MCPs
3
Securing Models and AI supply chain
AI Governance and Compliance Essentials
1
NIST AI Risk Management Framework
2
EU AI Act and Responsible AI principles
Capstone Project Demos and Course Wrap Up
1
Live demos of selected student's capstone AI security tools
2
Leaderboard and winners annoucement
3
Instructor feedback on projects
4
Parting thoughts

Program Resources

See what you'll be working with

Weekly schedule

Special Guests

Guest of Honour

Zach Wilson

Zach Wilson

Founder of DataExpert.io, over 1 million followers on the internet | ex-Netflix and Airbnb |

Anish Menon

Anish Menon

Security Architect, ex-Apple, Netflix | 15+ years of experience | Platform, Identity & AI | RSAC 2026 Speaker | Pioneering AI-Driven Security

Preeti Ravindra

Preeti Ravindra

10+ years in cybersecurity, ex-IBM | AI Security and Safety, expert | Professional Speaker

Community

Volunteers

Apurv Singh Gautam

Apurv Singh Gautam

Our Course Staff | Threat Intel Expert | Creator of Robin AI tool for investigations | Over 5000+ github stars

Before you join

Prerequisites

Curiosity to learn
Cybersecurity Basics

Scholarship Available

We believe great learning shouldn't be limited by finances. Apply for a partial or full scholarship to access this program.

Apply Now