AI Data Leakage
Plug data leaks before they become breaches
AI systems and users can leak sensitive data without proper guardrails.
Leaks often hide in
plain sight
AI systems are constantly processing and generating information across your systems. Without guardrails, these models can inadvertently leak that data in responses, connections to other systems, or when tricked by a malicious prompt. Â
Leaks aren’t always obvious. AI can share sensitive information in subtle ways that’s often missed in testing.
Lakera Guard
Built for real-time AI threats
Lakera Guard helps you stay in control with real-time protection and built in defenses. What sets Lakera Guard apart:
Detect and block attempts to extract sensitive or confidential data in real time
Prevent accidental leakage of Personally Identifiable Information (PII) and demonstrate compliance
Gain visibility into attempted exfiltrations or misplaced sensitive data
Enforce data guardrails without blocking legitimate usage
AI-powered custom guardrails to intelligently enforce your bespoke data policy
Lakera Red
Proactively test your AI for failure before attackers do
Lakera Red simulates real world attacks so you can find and fix vulnerabilities before they’re exploited.
Uncover prompts that extract memorized or sensitive training and reference data
Identify where your models leak system, proprietary or regulated data under adversarial prompts
Catch edge-case behavior where models respond with unintended private info under pressure
Generate red team findings you can use for remediation and audit readiness
Trusted by Security teams
Talk to an AI
security expert
Work with Lakera's experts to identify, solve, and solve your toughest AI challenges.
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