Lakera
Lakera provides AI security solutions, offering tools to detect and prevent malicious inputs and attacks on Large Language Models (LLMs).
Price: Freemium
Description
Lakera specializes in securing AI systems, particularly Large Language Models (LLMs), against various forms of attacks, vulnerabilities, and misuse. Its platform offers tools like "Guard" to detect and block prompt injections, jailbreaks, data exfiltration attempts, and other malicious inputs that could compromise an LLM's integrity or lead to undesirable outputs. This tool is critical for developers, enterprises, and cybersecurity teams deploying LLM-powered applications who need to ensure the safety, reliability, and ethical use of their AI. Lakera stands out by focusing specifically on the unique security challenges of LLMs, providing a dedicated layer of protection that helps mitigate risks and maintain trust in AI deployments.
How to Use
1.Integrate Lakera's API or SDK into your LLM application or workflow.
2.Configure security policies and rules to define what constitutes a threat.
3.Lakera Guard intercepts user inputs before they reach your LLM.
4.The system analyzes inputs for prompt injections, sensitive data, and other malicious patterns.
5.Based on policies, it blocks, redacts, or flags suspicious inputs.
6.Monitor security logs and analytics within the Lakera dashboard.
Use Cases
LLM securityPrompt injection preventionData privacy for AIAI complianceCybersecurity for AI applicationsSafe AI deploymentHarmful content prevention
Pros & Cons
Pros
- Specialized security for Large Language Models.
- Detects and prevents prompt injections and jailbreaks.
- Protects against sensitive data leakage and harmful content.
- Enhances the reliability and trustworthiness of AI applications.
- Easy integration via API/SDK.
Cons
- Adds an additional layer of latency to LLM interactions (though minimal).
- Requires continuous updates to defend against evolving attack vectors.
- Pricing can be complex, often usage-based for enterprise deployments.
Pricing
Free plan: "Free for Developers" tier available with limited usage (e.g., 10,000 requests/month)
Paid plans: "Pro" and "Enterprise" tiers offering increased request limits, advanced features, dedicated support, and custom pricing
Free trial: The "Free for Developers" plan acts as an ongoing free tier.
FAQs
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