Free LLM Security Scanner - Test for Prompt Injection and Jailbreaks
Scan your LLM endpoints against OWASP LLM Top 10 vulnerabilities, including prompt injection, jailbreaks, and system prompt leaks.
Why LLM Security Testing Matters
Large language models now power support workflows, internal copilots, and external customer experiences. That same flexibility creates security risk because attackers can manipulate model behavior with plain text. Prompt injection payloads can override intended instructions, jailbreak prompts can bypass refusal logic, and prompt leak attempts can expose hidden system directives that include business logic or internal context. In retrieval workflows, indirect injection can arrive through documents, web pages, or records your application trusts, then get forwarded to the model as if it were safe. One-time testing before launch is rarely enough. Risk changes after model updates, system prompt edits, and integration changes. BastionLLM helps teams move from ad hoc checks to repeatable validation by testing real endpoint behavior against OWASP-aligned attack patterns before those failures reach production.
How BastionLLM Works
BastionLLM sends controlled adversarial payloads to your API using your real request schema, headers, and response extraction paths. The scanner evaluates whether your model follows system rules or gets steered into unsafe behavior. Tests focus on prompt injection, jailbreak resistance, and system prompt leak patterns that commonly appear in production incidents. Each run returns per-payload verdicts with raw model outputs so engineers can reproduce failures, prioritize remediation, and verify fixes. For ongoing coverage, scheduled scans help detect regressions as prompts, model settings, and integrations evolve.
Security Testing Capabilities
BastionLLM tests your LLM endpoints against the most common attack vectors:
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Frequently Asked Questions
What is prompt injection?
Prompt injection is an attack where untrusted input is written to make a model ignore or override its intended instructions. Attackers use it to force unsafe outputs, extract hidden prompts, or manipulate downstream actions.
What do I need before running a scan?
You need your endpoint URL, a payload schema that contains {{PROMPT}}, and the response field path where model output appears. If the endpoint requires authentication, include the required headers.
Which risks can BastionLLM test today?
BastionLLM focuses on high-impact LLM security checks: prompt injection attempts, jailbreak behavior, and system prompt leak patterns. These map to core OWASP LLM Top 10 concerns, including LLM01 and disclosure-related risks.
Can I test staging or internal pre-production environments?
Yes, as long as the endpoint is reachable from BastionLLM and you are authorized to test it. Many teams run scans in staging first, then repeat the same checks in production before or after release.
Is one scan enough?
Usually no. Model behavior can change after prompt edits, model upgrades, or integration changes. Repeated scanning helps catch regressions and keeps your security posture current over time.