Keywords AI
Compare Lakera and Prompt Security side by side. Both are tools in the AI Security category.
| Category | AI Security | AI Security |
| Pricing | Freemium | Enterprise |
| Best For | Teams deploying user-facing LLM applications who need protection against prompt injection | Enterprise security teams who need comprehensive protection for all generative AI usage |
| Website | lakera.ai | prompt.security |
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Key criteria to evaluate when comparing AI Security solutions:
Lakera provides real-time AI security that protects LLM applications from prompt injection, jailbreaks, data leakage, and toxic content. Lakera Guard is a low-latency API that scans inputs and outputs to detect and block attacks before they reach the model. The platform defends against the OWASP Top 10 for LLMs and is used by enterprises to secure customer-facing AI applications.
Prompt Security provides enterprise GenAI security across the entire AI stack. Their platform protects against prompt injection, data exfiltration, harmful content, and shadow AI usage. It works as a transparent proxy for all LLM traffic, enabling centralized security policy enforcement without changing application code.
Platforms focused on securing AI systems—prompt injection defense, content moderation, PII detection, guardrails, and compliance for LLM applications.
Browse all AI Security tools →The primary risks are prompt injection, data leakage, jailbreaking, and hallucination. Each requires different mitigation strategies.
If your LLM application handles sensitive data or is user-facing, yes. Basic input validation is not enough — LLM attacks are sophisticated and evolving. Dedicated tools stay updated against new attack vectors and provide defense-in-depth.