Prompt Injection Attacks on Applications That Use LLMs

HiddenLayer Research | Prompt Injection Attacks on LLMs

In broader terms, prompt injection attacks manipulate the prompt given to an LLM in such a way as to 'convince' the model to produce an illicit ...

Prompt Injection Attacks on Applications That Use LLMs: eBook

Prompt injection happens when attackers insert harmful instructions into the prompt sent to an LLM, tricking the model into returning an unexpected response and ...

What Is a Prompt Injection Attack? - IBM

If an LLM app connects to plugins that can run code, hackers can use prompt injections to trick the LLM into running malicious programs.

What are current best practices for avoiding prompt injection attacks ...

Using a second LLM pass for prompt injection detection is an innovative approach that warrants further exploration. It could be particularly ...

Prompt Injection attack against LLM-integrated Applications - arXiv

This study deconstructs the complexities and implications of prompt injection attacks on actual LLM-integrated applications.

Best Practices for Monitoring LLM Prompt Injection Attacks to Protect ...

Attackers use a variety of prompting techniques to coax LLMs into releasing sensitive data. Model inversion describes attack techniques designed ...

Prompt Injection attack against LLM-integrated Applications - arXiv

Among these security threats, prompt injection where harmful prompts are used by malicious users to override the original instructions of LLMs, is a particular ...

Securing LLM Systems Against Prompt Injection - NVIDIA Developer

Prompt injection attacks not only fool the LLM, but can leverage its use of plug-ins to achieve their goals. This post explains prompt injection ...

LLM01: Prompt Injection - OWASP Top 10 for LLM & Generative AI ...

The results of a successful prompt injection attack can vary greatly – from solicitation of sensitive information to influencing critical decision-making ...

Prompt Injection 101 for Large Language Models | Keysight Blogs

... attacks against the LLMs i.e. Prompt Injection attacks ... application protocols and vulnerabilities for use with Keysight test platforms.

Protect Against Prompt Injection - IBM

Prompt injections are a type of attack where hackers disguise malicious content as benign user input and feed it to an LLM application. The ...

Prompt Injection: What It Is and How to Prevent It - Aporia

Direct prompt injection attacks involve explicitly inserting malicious instructions into the input provided to an LLM-integrated application.

Who uses LLM prompt injection attacks? Job seekers, trolls

In addition to direct prompt injection, the team also took a look at attempts at indirect prompt injection – when someone prompts LLMs to do ...

Prompt Injection Attack Explained - Datavolo

A prompt injection vulnerability arises when an attacker exploits a large language model (LLM) by feeding it specifically crafted inputs.

Prompt Injection: Impact, How It Works & 4 Defense Measures - Tigera

Stored prompt injection attacks involve inserting malicious inputs into a database or a repository that an LLM later accesses. For example, an LLM application ...

What is a Prompt Injection Attack? - Check Point Software

Avoid using static templates in LLM applications, as they can be more predictable and easier to exploit. Use dynamically generated templates that vary based on ...

Prompt Injection Attacks: A New Frontier in Cybersecurity - Cobalt.io

Specifically, large-language models (LLMs) utilizing prompt-based learning are vulnerable to prompt injection attacks. A variety of applications ...

Exploring the threats to LLMs from Prompt Injections - Globant Blog

Prompt injection involves manipulating LLMs by altering prompts, which are crucial for directing responses or actions.

LLM Hacking: Prompt Injection Techniques | by Austin Stubbs

Code injection is a prompt hacking exploit where the attacker is able to get the LLM to run arbitrary code (often Python). This can occur in ...

Web LLM attacks | Web Security Academy - PortSwigger

Many web LLM attacks rely on a technique known as prompt injection. This is where an attacker uses crafted prompts to manipulate an LLM's output.