LLM API Security Testing for Prompt Injection and Data Leaks | PromptBrake
LLM API Security Testing for Prompt Injection and Data Leaks | PromptBrake
Security test LLM-powered API endpoints for prompt injection, jailbreaks, data leaks, tool abuse, and unsafe behavior. Get evidence-backed findings in minutes.
About
What PromptBrake Does
PromptBrake automatically tests your LLM API endpoint for the most common release‑blocking failures. It runs a fixed suite of over 60 real‑world attack prompts against the live endpoint you ship and returns evidence‑backed findings in minutes.
Core Security Checks (13)
- Prompt Injection – direct, indirect, nested encoding, adversarial suffixes
- Data Exposure – system prompt leaks, cross‑user leakage, sensitive echo tests
- Tool Abuse – unauthorized function calls, fake tool transcripts, parameter tampering
- Output Controls – schema escape, output sanitization bypass, structured response failures
- Memory Leak – extraction of conversation history
- Context/History Checks – multi‑turn escalation, long‑context refusal decay
How It Works
- Connect: Enter the API URL and credentials for the route your application already uses.
- Run the Scan: PromptBrake sends a fixed attack suite to the live endpoint.
- Fix with Evidence: Review PASS, WARN, FAIL outcomes, use Fix Advisor guidance, then re‑run after deploying fixes.
Why Teams Choose PromptBrake
- No SDK rewrite or source code required.
- Fast scans (3–8 min) that fit into CI/CD pipelines.
- Evidence‑backed findings with remediation guidance.
- Replay packs of recent real‑world attacks for continuous testing.
Pricing
PromptBrake offers a free endpoint scan with no credit card required. No paid tiers are listed on the site.
Value & Audience
Value Proposition
Fast, evidence‑backed security testing for LLM APIs that catches release‑blocking failures before production.
Problem Solved
LLM API endpoints can suffer from prompt injection, data leaks, unsafe tool usage, and output bypasses that block releases or expose sensitive data. PromptBrake detects these issues quickly and provides actionable remediation guidance.
Target Audience
AI engineering teams, product managers, and security professionals building and shipping AI features.
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