AI Security

AI Security & OWASP LLM Top 10

AI security and OWASP LLM Top 10: prompt injection defense, AI guardrails, model security, data privacy in AI, NIST AI RMF.

The Security Posture AI Workloads Need

AI workloads create new attack surfaces: prompt injection, data leakage, model theft, prompt extraction, training data poisoning. OWASP LLM Top 10 documents the canonical risks. Mature programs combine input/output validation, AI guardrails (Lakera, Robust Intelligence), model security, and NIST AI RMF alignment.

Key Capabilities

01

OWASP LLM Top 10

Industry-standard AI risks reference and mitigation patterns.

02

Prompt Injection Defense

Input validation, instruction hierarchy, output filtering.

03

AI Guardrails

Lakera, Robust Intelligence, Aporia for runtime AI security.

04

Data Privacy in AI

PII handling, data residency, training data isolation.

05

Model Security

Model theft prevention, fine-tune protection, adversarial robustness.

06

NIST AI RMF

NIST AI Risk Management Framework alignment.

OWASP LLM Top 10
Reference Framework
NIST AI RMF
Risk Framework
25+
AI Security Programs
4.7/5
CISO NPS

Process

01

Threat Modeling

AI threat modeling per workload.

02

Guardrails Architecture

Input/output validation and runtime guardrails.

03

Tool Selection

AI security platform selection (Lakera, Robust Intelligence).

04

Continuous Posture

Ongoing AI security posture management.

Benefits

AI Risk Coverage

OWASP LLM Top 10 coverage across AI workloads.

Compliance Posture

NIST AI RMF supports regulatory readiness.

Production Confidence

Guardrails enable production AI deployment with controlled risk.

Brand Protection

AI security prevents reputation damage from AI failures.

Tools & Tech

  • Lakera
  • Robust Intelligence
  • Aporia
  • OWASP LLM Top 10
  • NIST AI RMF

Industries

  • SaaS
  • Financial Services
  • Healthcare
  • Manufacturing
  • Retail
  • Energy

FAQ

OWASP LLM Top 10 mature?
Yes. Industry-standard AI risk reference. Updated regularly with emerging threats.
Lakera vs Robust Intelligence?
Lakera strong on prompt injection defense. Robust Intelligence broader AI risk platform.
NIST AI RMF mandatory?
Voluntary US framework. Best practice. EU AI Act has mandatory requirements for high-risk AI.
Self-hosted vs API model risk?
Both have risks. Self-hosted: model theft, data leakage. API: vendor risk, prompt extraction. Threat model per use case.

Have a related challenge?

Bring it to a 30-minute working session with our team.

Schedule a Conversation