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Why AI AppSec Academy?
There is no shortage of AI content or security content. There is a shortage of quality content that bridges both — built by someone who actually works at that intersection, and made freely available to everyone.
Free Knowledge for the Security Community
AI AppSec Academy exists because Viswanath Chirravuri — GSE #335, SANS Associate Instructor, and D.Eng. candidate — believes the security community is better when knowledge is shared openly.
Everything here is a direct contribution back to the field: the articles, the open-source tools, the research, the talks. No charge, no catch.
What Makes This Different
Built by a Practitioner, Not a Content Farm
Real practitioner experience
Every article, tool, and resource here comes from hands-on work in real organizations — financial services, banking, and technology sectors. No filler content, no SEO padding.
100% Free, No Gatekeeping
Open access, always
Everything is freely accessible — no account creation, no newsletter signup, no paywall. The security community deserves open access to quality knowledge.
Focused on the Intersection That Matters
AI × AppSec, deeply integrated
Most resources cover either AI or AppSec in isolation. This site covers both together — because that intersection is where the most important security challenges live today.
Grounded in Current Research
Research-backed, up-to-date
Content is informed by doctoral research in Cybersecurity Analytics at The George Washington University, SANS course development, and ongoing work with emerging AI security frameworks.
Connected to the Community
Community-connected
Active involvement in SANS, RSA Conference, OWASP, and open-source security projects means this content reflects what's actually happening in the field — not just what's written in textbooks.
Author Credibility
GSE #335, 35+ certifications
Created by GSE #335, CISSP, PMP — one of fewer than 400 GIAC Security Experts worldwide — with 35+ certifications and direct experience building and breaking AI-powered security systems.
Actionable, Not Theoretical
Practical and implementable
Every piece of content is oriented toward things you can actually do — tools you can use, patterns you can implement, risks you can address. No fluff, no abstract frameworks without substance.
Open-Source First
Open source, fork it and use it
Where possible, knowledge is backed by open-source tools and code you can run yourself — Secure-ML, OWASP Secure Coding rules, Agentic AI Design Patterns, and more.
Three Pillars, One Mission
| Pillar | What It Covers | Who It Helps |
|---|---|---|
| AI for AppSec | Using AI to enhance code review, threat modeling, triage, and DevSecOps | AppSec engineers, developers, DevSecOps teams |
| Securing AI | OWASP LLM Top 10, prompt injection, RAG security, agentic AI, MLSecOps | AI engineers, security architects, red teams |
| Vendor AI Security | Safe adoption of OpenAI, Anthropic, Copilot, Gemini — governance and controls | CISOs, security leaders, compliance and GRC teams |
Ready to Explore?
Start with the resource library or jump straight into the blog.