Episode 10: Automating Multi-Turn Attacks with PyRIT | AI Red Teaming 101

Estimated read time 2 min read

Post Content

​ Welcome to the final episode of AI Red Teaming 101!

In this episode, Dr. Amanda Minnich and Nina Chikanov from Microsoft’s AI Red Team demonstrate how to automate multi-turn attacks using the open-source red teaming tool PyRIT. Building on previous episodes, they showcase how to simulate adversarial conversations between models, escalate prompts over time, and even target image generation systems like DALL-E.

You’ll learn how PyRIT’s red teaming orchestrators, like Adversarial Chat and Crescendo, can be used to test model resilience across modalities and attack strategies.

What You’ll Learn:

How to automate multi-turn attacks using PyRIT’s orchestrators
How adversarial LLMs can generate attack prompts
How to test both text and image models for resilience

✅ Chapters:
00:00 – Welcome & episode overview
00:30 – What are multi-turn attacks?
01:00 – Introducing the Red Teaming Orchestrator
02:00 – Adversarial Chat: model vs. model
03:30 – Configuring objectives and scoring
05:00 – Live demo: multi-turn attack on Azure OpenAI
07:00 – Targeting image models like DALL-·E
09:00 – Handling content policy violations
10:30 – Final thoughts & course wrap-up

✅ Links & Resources:
AI Red Teaming 101 Episodes: aka.ms/airt101
AI Red Teaming 101 Labs & Tools: aka.ms/airtlabs
Microsoft AI Red Team Overview: aka.ms/airedteam
PyRIT GitHub Repository: https://github.com/Azure/PyRIT

✅ Speakers:
Amanda Minnich – Principal Research Manager, Microsoft AI Red Team
LinkedIn: https://www.linkedin.com/in/amandajeanminnich/

Webpage: https://www.amandaminnich.info/

Gary Lopez – Principal Offensive AI Scientist, ADAPT
LinkedIn: https://www.linkedin.com/in/gary-lopez/

Nina Chikanov – AI Red Team, Microsoft
LinkedIn: https://www.linkedin.com/in/nchikanov/

#AIRedTeam #AIRT #Microsoft #AI #AISecurity #AIRedTeaming #GenerativeAI #Cybersecurity #InfoSec #cybersecurityawareness #PromptInjection #PyRIT   Read More Microsoft Developer 

You May Also Like

More From Author