Security

OWASP Top 10 Vulnerabilities for LLM

A comprehensive overview of the OWASP Top 10 vulnerabilities specifically for large language models (LLMs).

Admin2026-04-30T10:07:44+05:301 min read

#AI#LLM#OWASP#Security#Vulnerabilities

Introduction

Understanding the OWASP Top 10 vulnerabilities is crucial for maintaining security in applications that utilize large language models.

Broken Access Control: Risk of unauthorized access to resources.
Cryptographic Failures: Ensuring data is secure during storage and transit.
Injection: Risks of malicious code affecting the application.
Insecure Design: Flaws in application architecture leading to vulnerabilities.
Security Misconfiguration: Improperly configured security settings.
Vulnerable Components: Using outdated libraries or services.
Authentication Failures: Risks in user identity verification.
Software and Data Integrity Failures: Ensuring data remains intact.
Security Logging and Monitoring Failures: Insufficient logging allows attacks to go unnoticed.
Server-Side Request Forgery (SSRF): Unauthorized requests from the server.

LLMs can assist in identifying and addressing these vulnerabilities through automated checks and enhancements.

Awareness and proactive measures can significantly enhance security practices for applications utilizing LLMs.