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FIELD REPORT · SECURITY

LLM Security Vulnerabilities: OWASP Top 10 for Large Language Models

Protect against prompt injection, data leakage, and model manipulation. LLM security guide from One Frequency Consulting.

PUBLISHED
January 26, 2026
UPDATED
May 15, 2026
READ TIME
1 MIN
AUTHOR
ONE FREQUENCY
KEY FACTS
Topic
security, ai
Published
January 26, 2026
Last updated
May 15, 2026
Read time
1 min
Word count
170

LLM Security Vulnerabilities: OWASP Top 10 for Large Language Models

Protect against prompt injection, data leakage, and model manipulation. LLM security guide from One Frequency Consulting.

Introduction

This comprehensive guide explores llm security vulnerabilities: owasp top 10 for large language models with proven methodologies from One Frequency Consulting's veteran-led team.

Key Insights

Protect against prompt injection, data leakage, and model manipulation. LLM security guide from One Frequency Consulting.

Implementation Strategy

Our approach to AI Security focuses on measurable outcomes and rapid time-to-value. With 25+ years of technology leadership and military discipline, we ensure successful implementation that beats industry failure rates.

Next Steps

Contact our team to discuss how we can help you implement these strategies in your organization. Our SDVOSB-certified team brings unique insights from both military and enterprise technology experience.

Conclusion

LLM Security Vulnerabilities: OWASP Top 10 for Large Language Models requires a strategic approach backed by proven methodologies. Our veteran-led team ensures success where others fail, delivering measurable ROI and sustainable transformation.

SOURCES

Cited and consulted.

  1. 01OWASP Top 10 — Web application security risksowasp.org
  2. 02CISA — Zero Trust Maturity Modelcisa.gov
  3. 03NIST AI Risk Management Framework (AI RMF 1.0)nist.gov
  4. 04Anthropic Research — Claude model capabilities and safetyanthropic.com
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NEXT STEP

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