Indian Institute of Technology Kanpur

Gen AI in Cyber Security

Indian Institute of Technology Kanpur

Cyber Security

About Programme

Understand how generative AI is being applied in cybersecurity to improve threat detection, support risk mitigation, and enable more effective security operations in modern digital environments.

Master AI-powered cybersecurity through practical use cases in threat analysis, response automation, and risk mitigation.
Explore how generative AI is being applied in real security environments across detection, analysis, and defense workflows.
Develop the ability to build AI-powered cybersecurity solutions that address modern digital security challenges.

What you'll learn

This cybersecurity and artificial intelligence course explains how generative AI can support detection, analysis, and response across security operations.
Learners gain a clear understanding of how AI is used in cybersecurity through practical examples and industry-aligned use cases.
You will also learn how AI can improve workflow efficiency, assist in threat modeling, and support secure automation.
The course is especially relevant for those interested in AI for cybersecurity professionals and an AI for cybersecurity specialization.

Skills you'll gain

Generative AI FundamentalsAI & Cybersecurity FoundationsSecure Prompt EngineeringThreat Modeling & Detection AutomationVulnerability Assessment & AI ComplianceAI-based Phishing & Recon ToolsAdversarial Prompt DefenseSecure MLOps & Pipeline GovernanceAI for cybersecurity tools using Hugging Face and n8n

Programme Content

Foundations of Generative AI and AI-Powered Threat Detection

Module 01: Introduction to Generative AI, LLMs, Use Cases, and Prompts

  • Introduction to Gen AI and LLM
  • Gen AI Use Cases
  • Application of Gen AI in Different Areas
  • Prompt Engineering

  • Module 02: Cybersecurity Basics, AI Threats, Prompt Injection, and Co-Pilots

  • Cybersecurity Fundamentals
  • Common Cyber Threats
  • AI Threats in Cybersecurity
  • Cybersecurity LLMs
  • Basics of Prompt Injection
  • Cybersecurity Co-Pilots

  • Module 03: Phishing Fundamentals and Building Phishing URL Detector with AI

  • Basics of Phishing
  • Practical – Building Phishing URL Detector with LLM API
  • Download Full Curriculum

    Security Automation — Breach Detection, Email Analysis, and AI-Driven Reconnaissance

    Module 04: Introduction to Data Breaches and Automated Breach Detection Tool

  • Introduction to Data Breach
  • Practical – Building Data Breach Detection Automation Tool

  • Module 05: n8n Basics, Email Headers, and Lightweight Email Header Analyzer

  • Basics of n8n for Automation
  • Understanding Email Header
  • Practical – Building Lightweight Email Header Analyser

  • Module 06: Reconnaissance Basics and Automating Recon with AI-Powered Tools

  • Basics of Reconnaissance
  • Practical – Automating Recon with Amass, Shodan and Nmap using AI

  • Download Full Curriculum

    Web Application Intelligence — Fingerprinting, CVE Tracking, HTTP Headers, and SSL Analysis

    Module 07: Web App Fingerprinting and CVE Tracking with AI Automation

  • Basics of Web Application Fingerprinting
  • Practical – Automation Web Application Fingerprinting Using Builtwith, Ollama and Excel
  • Practical – Track CVE Vulnerability & History with NVD Details

  • Module 08: HTTP Headers Analysis and Finding Bugs Using AI Tools

  • Understanding Different Types of HTTP Headers
  • Practical – Header Analysis with AI and Finding Bugs in Headers

  • Module 09: SSL Certificate Fundamentals and AI-Based SSL Certificate Analysis

  • Understanding SSL Certificates
  • Practical – Analysing SSL Certificate with AI
  • Download Full Curriculum

    Offensive AI and Compliance — Red Teaming LLMs, Policy Checks, and Vulnerability Reporting

    Module 10: LLM Hacking, Prompt Injection Attacks, and Red Teaming Exercises

  • LLM Hacking
  • Prompt Injection Attacks
  • Practical – Adversarial Prompt Testing and Defense
  • Practical – LLM Red Team

  • Module 11: Cybersecurity Compliance Concepts and AI-Assisted Policy Compliance Checks

  • Understanding Cybersecurity Compliances
  • Practical – AI-Assisted Security Policy Compliance Checker

  • Module 12: Writing Vulnerability Assessment Reports and AI-Driven Report Automation

  • Vulnerability Assessment Report Writing
  • Writing Reports using AI
  • Automating Report Writing
  • Practical – Automatically Generate Prioritized Penetration Testing Playbooks Based on Vulnerability Scan Data
  • Download Full Curriculum

    Responsible AI, Continuous Learning, and Capstone Fine-Tuning

    Module 13: Ethical AI Use, Legal Compliance, and Emerging AI Cybersecurity Threats

  • Ethical AI Use in Cybersecurity and Penetration Testing
  • Legal Boundaries and Compliance Essentials
  • Emerging AI Threats: AI-Powered Malware, Prompt Injections, Deepfakes
  • Preparing for Responsible AI-Powered Security Practices

  • Module 14: Continuous Learning Importance and AI-Powered Security Digest Automation

  • Importance of Continuous Learning and Getting Updated in Cybersecurity
  • Practical – Building Intelligent AI Digest for Security, Privacy, and Compliance Feeds using n8n

  • Module 15: Capstone Project – Fine-Tuning AI Models and Practical Fine-Tuning Exercises

  • Understanding the Steps of Fine Tuning
  • Practical – Fine Tuning an AI Model
  • Download Full Curriculum

    Program Certificate

    Earn a career certificate

    Earn a career certificate upon successful completion of the course. This credential can strengthen your professional profile and be added to your LinkedIn profile, resume, or CV. It can also be shared as part of your professional development record and used to support performance reviews or career advancement discussions.

    This certification is useful for learners exploring AI security certifications and career-focused learning in generative AI in cybersecurity.

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    Prashansa Uttam

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    +91 9403890085contact@echomind.oneMon – Fri, 9am – 5pm IST

    Indian Institute of Technology Kanpur

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    https://www.iitk.ac.in
    Kanpur, India

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    Gen AI in Cyber Security | IIT Kanpur