𝗣𝗿𝗼𝗺𝗽𝘁 𝗜𝗻𝗷𝗲𝗰𝘁𝗶𝗼𝗻 𝗗𝗲𝗳𝗲𝗻𝗰𝗲: 𝗔 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗚𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀 𝗣𝗹𝗮𝘆𝗯𝗼𝗼𝗸
Prompt injection is a major threat to AI.
Attackers hide instructions inside data. They want your model to follow their intent instead of yours. This risk sits at the top of the OWASP list for Large Language Model Applications.
The problem is simple. LLMs see all text the same way. The model cannot tell the difference between your system instructions and the data it processes. To the model, it is all just text. This makes the vulnerability hard to fix.
There are two types of attacks:
- Direct injection: A user types bad instructions directly into your app.
- Indirect injection: An attacker hides instructions in data your model reads.
You need guardrails to protect your production environment.
Read the full article on AI Tech Connect.
Source: https://dev.to/rishi_kora/prompt-injection-defence-a-production-guardrails-playbook-2pam
Optional learning community: https://t.me/GyaanSetuAi