AI Red Team Log

Prompt Injection: a working taxonomy

Sun, 05 Jul 2026 00:00:00 +0000

My own reference notes on the different flavors of prompt injection and where each shows up in real systems.

Vulnerable Agent Lab: attacking a tool-using LLM agent

Sun, 05 Jul 2026 00:00:00 +0000

Building a deliberately vulnerable LangChain agent with file and email tools, then attacking it with indirect prompt injection.

Week 1: OWASP LLM Top 10 and setting up a local sandbox

Sun, 05 Jul 2026 00:00:00 +0000

Starting the AI red teaming track. Read through OWASP’s Top 10 for LLM Applications and set up a local LLM + RAG environment to test against.

About

Mon, 01 Jan 0001 00:00:00 +0000

Hi, I’m Lynne

I work in AI infra and sales, and I’m currently pursuing the Cybersecurity specialization in Georgia Tech’s OMSCS program.

I’m transitioning toward AI Red Teaming — evaluating the security of LLM-based systems, RAG pipelines, and agentic workflows through an attacker’s lens. This site documents that journey: weekly learning logs, hands-on projects, and technical notes.

Background

OMSCS coursework: Network Security (CS 6262), Information Security (CS 6035), Secure Computer Systems (CS 6238), Software Engineering (CS 6300)
Hands-on experience: Snort IDS rule development, penetration testing (Metasploit, John the Ripper, HTTP request smuggling), web security (XSS/CSRF/CORS), adversarial ML (PAYL-based evasion)
Currently learning: prompt injection, RAG pipeline security, AI red team tooling (Garak, PyRIT), Go

Find me

GitHub:https://github.com/LynneYao666
LinkedIn:https://www.linkedin.com/in/lynne-y-520349185/
Email: lyaolynne7@gmail.com

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Mon, 01 Jan 0001 00:00:00 +0000