Report by OWASP

Top 10 for LLM Applications 2026

5 FINDINGSPublished Aug 4, 2026
View Original Report →

Key Findings

Practitioners rank prompt injection as the number one security challenge from GenAI tools for a third consecutive year.

AI SecurityPrompt InjectionGen AI

Sensitive information disclosure ranks as the second biggest LLM threat for a second consecutive year.

Data LeakageAI SecuritySensitive Data

Excessive agency moves from sixth place to third place in the OWASP Top 10 for LLM Applications.

AI AgentsExcessive PrivilegesApplication Security

In 2026, misinformation moves from ninth place to seventh place in the OWASP Top 10 for LLM Applications.

MisinformationInformation IntegrityAI HallucinationAI Security

Unbounded consumption moves from tenth place to sixth place in the OWASP Top 10 for LLM Applications.

Resource ExhaustionAI Security