GenAI Red Teaming: Uncover GenAI risks and vulnerabilities in your LLM-based applications

Identify vulnerabilities in your homegrown applications powered by GenAI with Prompt Security’s Red Teaming

What is GenAI Red Teaming?

GenAI Red Teaming is an in-depth assessment technique, mimicking adversarial attacks on your GenAI applications to identify potential risks and vulnerabilities. As part of the process, the resilience of GenAI interfaces and applications is tested against a variety of threats, like Prompt Injection, Jailbreaks and Toxicity, ensuring they are safe and secure to face the external world.

Our Approach

Prompt’s Red Teaming

A team of world-class AI and Security experts will conduct comprehensive penetration testing based on state-of-the-art research in GenAI Security, guided by the OWASP Top 10 for LLMs and other industry frameworks, and using heavy compute resources.

Privilege Escalation

As organizations integrate LLMs with more and more tools within the organization, like databases, APIs, and code interpreters, the risk of privilege escalation increases.

AppSec / OWASP (LLM08)

Brand Reputation Damage

The non-deterministic nature of LLMs poses significant risks to your brand reputation when exposing users to your GenAI apps.

AppSec / OWASP (LLM09)

Prompt Injection

Prompt Injection is a cybersecurity threat where attackers manipulate a large language model (LLM) through carefully crafted inputs.

AppSec / OWASP (llm01)

Denial of Wallet / Service

Denial of Wallet attacks, alongside Denial of Service, are critical security concerns where an attacker excessively engages with an LLM-based apps leading to substantial resource consumption.

AppSec / OWASP (llm04)

Jailbreak

Jailbreaking represents a category of prompt injection where an attacker overrides the original instructions of the LLM, deviating it from its intended behavior and established guidelines.

AppSec / OWASP (LLM01)

Prompt Leak

Prompt Leak is a specific form of prompt injection where a Large Language Model (LLM) inadvertently reveals its system instructions or internal logic.

AppSec / OWASP (LLM01, LLM06)

Toxic, Biased or Harmful Content

A jailbroken LLM behaving unpredictably can pose significant risks, potentially endangering an organization, its employees, or customers if it outputs toxic, biased or harmful content.

AppSec /IT / OWASP (llm09)

Privilege Escalation

As organizations integrate LLMs with more and more tools within the organization, like databases, APIs, and code interpreters, the risk of privilege escalation increases.

AppSec / OWASP (LLM08)

Brand Reputation Damage

The non-deterministic nature of LLMs poses significant risks to your brand reputation when exposing users to your GenAI apps.

AppSec / OWASP (LLM09)

Prompt Injection

Prompt Injection is a cybersecurity threat where attackers manipulate a large language model (LLM) through carefully crafted inputs.

AppSec / OWASP (llm01)

Denial of Wallet / Service

Denial of Wallet attacks, alongside Denial of Service, are critical security concerns where an attacker excessively engages with an LLM-based apps leading to substantial resource consumption.

AppSec / OWASP (llm04)

Jailbreak

Jailbreaking represents a category of prompt injection where an attacker overrides the original instructions of the LLM, deviating it from its intended behavior and established guidelines.

AppSec / OWASP (LLM01)

Prompt Leak

Prompt Leak is a specific form of prompt injection where a Large Language Model (LLM) inadvertently reveals its system instructions or internal logic.

AppSec / OWASP (LLM01, LLM06)

Toxic, Biased or Harmful Content

A jailbroken LLM behaving unpredictably can pose significant risks, potentially endangering an organization, its employees, or customers if it outputs toxic, biased or harmful content.

AppSec /IT / OWASP (llm09)

Privilege Escalation

As organizations integrate LLMs with more and more tools within the organization, like databases, APIs, and code interpreters, the risk of privilege escalation increases.

AppSec / OWASP (LLM08)

Brand Reputation Damage

The non-deterministic nature of LLMs poses significant risks to your brand reputation when exposing users to your GenAI apps.

AppSec / OWASP (LLM09)

Prompt Injection

Prompt Injection is a cybersecurity threat where attackers manipulate a large language model (LLM) through carefully crafted inputs.

AppSec / OWASP (llm01)

Denial of Wallet / Service

Denial of Wallet attacks, alongside Denial of Service, are critical security concerns where an attacker excessively engages with an LLM-based apps leading to substantial resource consumption.

AppSec / OWASP (llm04)

Jailbreak

Jailbreaking represents a category of prompt injection where an attacker overrides the original instructions of the LLM, deviating it from its intended behavior and established guidelines.

AppSec / OWASP (LLM01)

Prompt Leak

Prompt Leak is a specific form of prompt injection where a Large Language Model (LLM) inadvertently reveals its system instructions or internal logic.

AppSec / OWASP (LLM01, LLM06)

Toxic, Biased or Harmful Content

A jailbroken LLM behaving unpredictably can pose significant risks, potentially endangering an organization, its employees, or customers if it outputs toxic, biased or harmful content.

AppSec /IT / OWASP (llm09)

Benefits

Embrace GenAI, not security risks

Let our experts do the work so you can have the peace of mind that your GenAI customer-facing applications are safe before exposing them to the world.

Get detailed security insights

Your team will receive a detailed analysis of the risks your GenAI apps might be exposed to and get recommendations on how to address them.

Bring your own LLMs

Regardless of what LLMs you're using - open, private or proprietary - we’ll be able to identify the risks and give you concrete assessments.

Sit back and let us do the work

The process is as seamless as it gets: you’ll start receiving insights from day one and our specialists will be on hand to go over them with you.

Want to learn more about our approach to Red Teaming?

Prompt Security Dashboard

Prompt Fuzzer

Test and harden the system prompt of your GenAI Apps

As easy as 1, 2, 3. Get the Prompt Fuzzer today and start securing your GenAI apps

Prompt Security Dashboard