Hands-On Red Teaming with Hugging Face Models - Part 3 of the Series

*Part 3: Hands-On Red Teaming with Hugging Face Models*
Welcome to Part 3 of our in-depth series on Red Teaming Hugging Face Models! This session is all about hands-on testing and securing large language models (LLMs). Building on the foundational concepts and jailbreaking techniques covered in the previous parts, we dive deeper into practical tools and methodologies to enhance your red teaming skills.
*In This Video:*
Step-by-step walkthrough of testing Hugging Face models on Kaggle.
Crafting prompts to bypass safety alignments and explore vulnerabilities.
Using Gradio for interactive LLM testing in real-time.
Automating red teaming with Hector to evaluate and document risks.
Insights into OWASP LLM Top 10 risks and mitigation strategies.
*Previous Episodes in the Series:*
*Part 1: Fundamentals of LLMs* - Learn the architecture and training process of large language models. Watch here: [ • LLM Red Teaming Part 1... ]( • LLM Red Teaming Part 1... )
*Part 2: Jailbreaking Techniques* - Explore how to bypass safety alignments and discover vulnerabilities. Watch here: [ • Jailbreaking LLMs - LL... ]( • Jailbreaking LLMs - LL... )
*Helpful Resources:*
*Notebook for the Tutorial:* [www.kaggle.com...](www.kaggle.com...)
*AI Red Teaming Companion:* [copilot.detoxi...](copilot.detoxi...)
**Know Detotio AI: ** [detoxio.ai]
Take your understanding of LLM security to the next level with this hands-on session. Don’t forget to *like**, **comment**, and **subscribe* to stay tuned for the next parts in the series!
#AI #RedTeaming #LLMSecurity #HuggingFace #Gradio #Hector #MachineLearning #Cybersecurity