Www-Project-Top-10-For-Large-Language-Model-Applications

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OWASP Top 10 for Large Language Model Applications is an open-source project identifying critical security risks in LLM applications. It provides guidance for developers and security experts on securing generative AI technologies.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is www-project-top-10-for-large-language-model-applications?

The OWASP Top 10 for Large Language Model Applications is a foundational resource for understanding and mitigating security risks in applications leveraging large language models. Housed under the OWASP GenAI Security Project, this initiative provides a broad consensus on the most critical security vulnerabilities specific to LLM technologies. It aims to offer practical, actionable, and concise security guidance for developers, data scientists, and security experts involved in designing and building LLM-powered applications and plugins. The project explores how conventional vulnerabilities manifest uniquely in LLM contexts and how traditional remediation strategies must adapt. It serves as a starting point for newcomers and a reference for experienced professionals in the evolving field of LLM application security.

Best used for

Ideal for developers, data scientists, and security experts who need to understand the unique security challenges of large language model applications, identify critical vulnerabilities, and implement effective mitigation strategies. Especially valuable for those building or securing generative AI technologies and seeking community-driven, open-source guidance.

Common actions

identify security risks

mitigate LLM vulnerabilities

learn GenAI security

contribute to open source

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Capabilities

Key features

LLM security risk identification
Practical security guidance
Community-driven contributions
GenAI Security Project integration

Target Audience

professordeveloperdata scientistsecurity expert

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What is the primary focus of the OWASP Top 10 for Large Language Model Applications?

The project's primary focus is to identify and document the most critical security risks specific to applications that utilize large language models (LLMs). It aims to provide actionable guidance for developers and security professionals to navigate the complex security landscape of generative AI.

Who is the target audience for this OWASP project?

The main audience includes developers, data scientists, and security experts who are responsible for designing, building, and securing applications and plugins that leverage LLM technologies. It serves as both an introductory guide and a reference for experienced professionals.

How does this project relate to other OWASP Top 10 lists?

While sharing some DNA with other OWASP Top 10 lists, this project specifically delves into the unique implications and novel exploitation methods of vulnerabilities when encountered in LLM applications. It bridges general application security principles with LLM-specific challenges.

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