Comprehensive Masterclass

Solving Cyber Crime
Using AI

Master the tools of the future. Harness Large Language Models to detect anomalies, analyze malicious code, and accelerate incident response at machine speed.

Enter the Course Launch DFIR Analyzer

Course Curriculum

Deep end-to-end modules covering everything from AI fundamentals to practical SOC weaponization.

01

Introduction to AI and Large Language Models

  • Fundamentals: Overview of AI, Machine Learning (ML), and Deep Learning (DL).
  • Generative AI & LLMs: How models process text, tokens, context windows, and transformers.
  • Prompt Engineering Basics: Best practices for communicating effectively with AI models.

The Evolving Landscape of AI Models

  • Model Types: Foundational vs. Fine-tuned, Open-source (Llama, Mistral) vs. Proprietary (GPT-4, Claude).
  • Major Companies: OpenAI (GPT), Google (Gemini), Anthropic (Claude), Meta (Llama).
  • Spotlight on Sarvam AI: India's prominent startup building Indic language models (OpenHathi) and voice-first GenAI capabilities.
02
03

Specialized AI Tools & OSINT

  • Google NotebookLM: Synthesizing complex PDFs and generating engaging "Audio Overviews."
  • Gemini Gems: Building custom, personalized expert AI assistants for repetitive security tasks.
  • Grok (by xAI): Leveraging real-time X (Twitter) data for Open Source Intelligence and tracking social engineering.

AI in Cybersecurity: Mobile APK Analysis

  • Reverse Engineering: Decompiling Android apps using tools like `apktool` and `jadx`.
  • Manifest Analysis: Using AI to flag anomalous or dangerous permissions automatically.
  • Code Review & Secrets: AI-assisted hunting for hardcoded credentials, malicious snippets, and API keys.
04
05

Custom Deployed AI Solutions

  • RAG Interfaces: Understanding application-specific AI deployments.
  • Practical Analysis: Interacting with specialized, sandboxed AI deployments safely.
  • Hands-on Lab: Exploring Thana GPT running on Google Cloud Run.
ai-agent@cybersentry:~
// Lab Environment Initializing...
> Loading Threat Models... [OK]
> Connecting to Global OSINT Feeds... [OK]
> Standby for user input.

$ analyze payload.apk --deep-scan