Prompt Engineering and LLM Security Digest for May 2023

Trusted AI Blog + LLM Security admin todayJune 4, 2023 75

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With this monthly digest, feel free to discover the power of ChatGPT! Learn how to explore the best ChatGPT plugins, dive into Generative AI, and master prompt engineering. 

Click on the title of each news to find its original resource.


 

Prompt engineering news

How To Use ChatGPT To Chat With Any PDF Document

This article provides a step-by-step guide on how to use ChatGPT to chat with any PDF document. It instructs readers to open the ChatGPT website, enable the ‘Web browsing’ and ‘Plugin’ beta features, install the ‘AskYourPDF’ plugin, and upload a PDF document. Users are then guided to copy the Document ID and return to the ChatGPT portal to add prompts and ask questions about the document using the Document ID.

8 Best ChatGPT Plugins (And How To Use Them)

This article introduces eight ChatGPT plugins that enhance various aspects of everyday life, such as website creation, travel planning, image generation, video summarization, PDF interaction, data visualization, image interaction, and text-to-audio conversion. The plugins are currently being rolled out to ChatGPT Plus members with a $20 per month subscription.

Introduction to Generative AI

This video invites viewers to enroll in a Google Cloud Skills Boost course, focusing on Generative AI. The course covers the concept of Generative AI, its workings, common applications, model types, and fundamental usage. It encourages viewers to watch a video to comprehensively understand Generative AI and its practical applications.

Prompt Engineering for ChatGPT

The course offered aims to teach users how to become expert users of these tools by mastering prompt engineering skills and unlocking their creative potential. It is suitable for individuals with basic computer skills and covers a wide range of tasks such as writing, summarization, gameplay, planning, simulation, and programming.

Introducing ChainForge: A visual programming environment for prompt engineering

ChainForge is a visual programming environment for prompt engineering, allowing users to compare and evaluate large language model responses. It helps users select the best prompts and models, assess robustness against prompt injection attacks, and analyze evaluation results. Although in the early stages, ChainForge is a promising tool for prompt engineering research and model comparison.

Learn to Spell: Prompt Engineering (LLM Bootcamp)

This video provides high-level insights and a standard script for efficiently suggesting language models. The video also covers various prompting techniques such as decomposition, reasoning, and reflection. Additional resources, including slides and the LLM Bootcamp videos, are available for further learning.

LLM  Security news

You are familiar with Jailbreaks, but there is an even more serious security hole, which is Prompt Injection. The previous month was full of new research publications in this area.

Read about the best Prompt Injections below.

Indirect Cross-plugin injections

This post explains how the first exploitable Cross Plugin Request Forgery was found in the wild and the fix which was applied.

Prompt injection in PDF

This website allows you to inject invisible text into your PDF that will make any AI language model think you are the perfect candidate for the job.

All Other Prompt Injections

This post considers risks of prompt Injection exploits. 

YouTube: Top ChatGPT JAILBREAK Prompts (Latest List)

Finally, there is a detailed breakdown of the latest and best chatGPT jailbreaks in one video.

 

 

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