Learn about the growing security risk of prompt injection attacks in AI applications. Watch Shahram Anver from Rebuff discuss safety considerations and how Rebuff detects and prevents these attacks. Get the details in this video.

Uncovering the Security Risk of Prompt Injection Attacks: Learn How to Defend Your AI Models πŸ”’

Prompt injection attacks are becoming an increasingly serious security risk for Artificial Intelligence (AI) applications. In this highlight and review of recently uploaded videos, Shahram Anver from Rebuff discusses safety considerations for AI applications with a focus on prompt injection security risks. Rebuff provides a solution to detect and prevent these attacks, helping keep AI applications secure. Get a comprehensive overview of Rebuff and the security risks of prompt injection attacks with this video.

Key Takeaways:
β€’ AI model production risks
β€’ Prompt injection security risk
β€’ What is Rebuff?
β€’ How Rebuff works
β€’ Detecting Attacks with Rebuff
β€’ Limitations & best practices

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Prompt Injection Security Video Highlights

Prompt injection attacks are becoming an increasingly serious security risk for Artificial Intelligence (AI) applications. In this video, Shahram Anver from Rebuff discusses safety considerations for AI applications, with a focus on prompt injection security risks. Rebuff provides a solution to detect and prevent these attacks, helping keep AI applications secure. Get a comprehensive overview of Rebuff and the security risks of prompt injection attacks with this video. Scroll down to view the highlighted videos for a more in-depth understanding of this important topic.

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LLM Safety and LLM Prompt Injection

Tue Jun 27 2023 19:00:32 UTC


This video is a part of one of our courses. To see all the Building LLM-Powered Apps course lessons and get your free certificate head to http://wandb.me/LLM-course-YT !

In this guest lecture video, Shahram Anver from Rebuff (https://github.com/woop/rebuff) discusses safety considerations for LLM applications with a focus on prompt injection.

Show your support by: – Starring the project on [GitHub](https://github.com/woop/rebuff) – Try out the Rebuff [playground](https://playground.rebuff.ai/) – Contribute to the open-source project: submit issues, improvements, or new features

⏳ Timestamps: 0:00 Intro 0:26 AI model production risks 1:46 Prompt injection security risk 4:55 What is Rebuff? 5:48 How Rebuff works 8:03 Detecting Attacks with Rebuff 9:30 Limitations & best practices 10:47 CTA & outro

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SECURITY RISK – Prompt Injection Attacks! AI News

Sat Jun 24 2023 20:00:03 UTC


ChatGPT plugins are under fire for opening up security holes. From PDFs to websites, these plugins are falling for prompt injection attacks, triggering a digital domino effect. Join us as we delve into this digital pandemonium. #chatgpt #digitalsecurity #ai
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What is Prompt Injection? Can you Hack a Prompt?

Mon May 22 2023 23:36:28 UTC


References: β–ΊPrompt hacking competition: https://www.aicrowd.com/challenges/hackaprompt-2023#introduction β–ΊLearn prompting (everything about prompt hacking and prompt defense): https://learnprompting.org/docs/category/-prompt-hacking β–ΊPrompting exploits: https://github.com/Cranot/chatbot-injections-exploits β–ΊMy Newsletter (A new AI application explained weekly to your emails!): https://www.louisbouchard.ai/newsletter/ β–ΊTwitter: https://twitter.com/Whats_AI β–ΊSupport me on Patreon: https://www.patreon.com/whatsai β–ΊSupport me through wearing Merch: https://whatsai.myshopify.com/ β–ΊJoin Our AI Discord: https://discord.gg/learnaitogether

How to start in AI/ML – A Complete Guide: β–Ίhttps://www.louisbouchard.ai/learnai/

#ai #chatgpt #prompting
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POC – ChatGPT Plugins: Indirect prompt injection leading to data exfiltration via images

Thu May 18 2023 0:07:59 UTC


As predicted by security researchers, with the advent of plugins Indirect Prompt Injections are now a reality within ChatGPT’s ecosystem.

Overview: ========

User enters data 0:05 User asks ChatGPT to query the web 0:25 ChatGPT invokes the WebPilot Plugin 0:35 The Indirect Prompt Injection from the website succeeds 0:58 ChatGPT sent data to remote server 1:18

Accompanying blog post: ==================== https://embracethered.com/blog/posts/2023/chatgpt-webpilot-data-exfil-via-markdown-injection/

Learn more about the basics of this novel security challenge here: ===================================================== https://embracethered.com/blog/posts/2023/ai-injections-direct-and-indirect-prompt-injection-basics/

As attacks evolve we will probably learn and see nefarious text and instructions on websites, blog posts, comments,.. to attempt to take control of your AI.

A lot more research is needed, both from offensive and defensive side. And at this point, with the speed of adoption and new tools being released it seems that raising awareness to have more smart people look into this (and how to fix it) is the best we can do.

Responsible Disclosure: ====================

The image markdown injection issue was disclosed to Open AI on April, 9th 2023.

After some back and forth, and highlighting that plugins will allow to exploit this remotely, I was informed that image markdown injection is a feature and that no changes are planned to mitigate this vulnerability.
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Prompt Injection Attack

Thu May 4 2023 14:45:57 UTC


Prompt injection attacks are a major security concern when using large language models (LLMs) like ChatGPT. They allow attackers to overwrite the developers’ intentions. Right now, there aren’t 100% effective methods for stopping this attack.

#datascience #machinelearning #largelanguagemodels #promptinjection #chatgpt #security

Prompt injection explained: https://simonwillison.net/2023/May/2/prompt-injection-explained/

Background image by Tim Mossholder: https://unsplash.com/photos/WZepC_pvKKg ━━━━━━━━━━━━━━━━━━━━━━━━━ β˜… Rajistics Social Media Β» ● Link Tree: https://linktr.ee/rajistics ● LinkedIn: https://www.linkedin.com/in/rajistics/ ━━━━━━━━━━━━━━━━━━━━━━━━━
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LangChain Prompt Injection Webinar

Thu May 4 2023 6:58:18 UTC


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