From 1aa9310bc826ece754c4583400467fba3fd3d1c9 Mon Sep 17 00:00:00 2001 From: c4ch3c4d3 <23181631+c4ch3c4d3@users.noreply.github.com> Date: Sun, 29 Mar 2026 16:39:07 -0600 Subject: [PATCH] Created Lab 6 --- .../labs/lab-6-evaluation-and-red-teaming.md | 188 ++++++++---------- .../1 - Direct Injection.png | Bin 0 -> 69264 bytes .../2 - Red Team.png | Bin 0 -> 89588 bytes .../3 - Model Selection.png | Bin 0 -> 92861 bytes .../4 - Model Testing Target.png | Bin 0 -> 48476 bytes .../5 - Dataset Selection.png | Bin 0 -> 204994 bytes .../6 - Mutation Strategies.png | Bin 0 -> 105522 bytes .../7 - Final Report.png | Bin 0 -> 143196 bytes .../lab-6-evaluation-and-red-teaming/Eval.png | Bin 0 -> 166802 bytes .../Image 1.png | Bin 0 -> 25184 bytes .../mmlu-promptfoo-config.yaml | 36 ++++ .../promptfoo.yaml | 49 +++++ 12 files changed, 170 insertions(+), 103 deletions(-) create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/1 - Direct Injection.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/2 - Red Team.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/3 - Model Selection.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/4 - Model Testing Target.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/5 - Dataset Selection.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/6 - Mutation Strategies.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/7 - Final Report.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/Eval.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/Image 1.png create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/mmlu-promptfoo-config.yaml create mode 100644 content/labs/lab-6-evaluation-and-red-teaming/promptfoo.yaml diff --git a/content/labs/lab-6-evaluation-and-red-teaming.md b/content/labs/lab-6-evaluation-and-red-teaming.md index a0416c8..5ec6546 100644 --- a/content/labs/lab-6-evaluation-and-red-teaming.md +++ b/content/labs/lab-6-evaluation-and-red-teaming.md @@ -8,79 +8,29 @@ In this lab, we will: * Perform Prompt Injection against three layers of model protection * Use PromptFoo to programmatically evaluate a model's security protections -## Objective 1 Explore: Red Teaming +## Objective 1 Explore: Direct Prompt Injection -Chunking is the first step in any RAG pipeline. Chunking is the process of dividing our document into snippets that can then be stored within a database, paired with an embedded representation of that data. Because chunking occurs so early within the RAG process, the strategy chosen to create chunks of a document proves critical to the eventual embeddings which will be stored. +For part 1 of our lab, we're going to explore Direct Prompt Injection. There are three levels for this lab: -Successful chunking is hyper specific to the kinds of documents we wish to chunk. In real RAG pipeline production level development, we'd likely execute across a number of strategies against documents that we've analyzed for quality, bucketing them into various processing processes. However, we can at least get a rough idea of what affects chunking will have with a basic visualization. +1. System Prompt Instructional Guardrail +2. System Prompt + Regex +3. System Prompt + LLM Evaluation -First, ensure we've started our lab: +Each level will be more difficult than the last, based on how the protection interacts with the generated output. -```bash -~/lab1/lab4_start.sh -``` +
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