Prompt injection, jailbreak chains, data exfiltration — the OWASP LLM Top 10 lists 10 attack categories actively exploited against AI agents in production.
AASA fires all of them at your live endpoint and tells you exactly what broke — before your users find out.
No account · No credit card · Results in under 5 minutes
Agent leaked partial system prompt via role-play bypass.
Agent executed a tool call without explicit user confirmation.
Indirect payload in user context altered agent behavior.
All output sanitization checks passed.
Token exhaustion attempts mitigated successfully.
Most “AI security tools” ask you to fill out a questionnaire. AASA attacks your live agent and shows you exactly what breaks.
AASA fires real attack payloads at your live endpoint — not a static code review. We test what your agent actually does under adversarial pressure, with the same payloads that real attackers use.
Every test has explicit pass/fail criteria from the OWASP LLM Top 10 framework. Scores are deterministic — not an AI's subjective judgment.
Same payloads run every time. Compare scores before and after a fix, a model upgrade, or a new feature deployment. Trends are always meaningful.
Certificates tie to a specific product state — not an organization. Re-certify when you update prompts, swap models, or add tools. Security posture doesn't carry over automatically.
Every failure includes severity, root cause, and a specific fix — not just “this failed.” Teams prioritize and act immediately, not weeks later.
OpenAI-compatible chat, custom HTTP REST, or any format you serve. If it takes an HTTP request and returns a response, AASA can test it.
Coverage at a glance
Each scenario maps to a documented OWASP LLM Top 10 category. AASA tests your agent against all of them before they reach production.
Researcher used role-play framing to bypass a customer-facing LLM. Within 3 messages, the agent revealed its complete system prompt — including internal pricing overrides and escalation policies.
System prompt leaks expose proprietary logic, pricing rules, and internal workflows — instantly weaponizable by competitors or malicious users.
A malicious email contained hidden instructions. The AI email assistant, summarizing the message, silently created a forward-all rule to an attacker-controlled address.
Agentic systems with tool access can take real-world actions without user awareness. A single malicious document can exfiltrate an entire inbox.
Memory contamination caused an AI support agent to surface private data from prior user sessions — names, account numbers, and previous complaints — to unrelated users.
At scale, cross-session data leakage exposes thousands of records. At $150–$750 per record under CCPA, a mid-size breach can exceed $50M in regulatory exposure.
A Base64-encoded payload with a role-play wrapper bypassed content filters in a production AI agent — producing outputs the system was specifically configured to refuse.
Jailbreak bypass often goes undetected without active monitoring. 38 days of undetected misuse can result in reputational damage that takes years to repair.
Sources: IBM Cost of a Data Breach Report 2024 · GDPR Article 83 · CCPA enforcement guidelines
Test your agent before it's too late →The industry-standard framework for AI security risk. Targeted, deterministic test payloads for every category.
Prompt Injection
Hijack agent behavior via crafted input
Insecure Output Handling
Unvalidated output exploits downstream
Training Data Poisoning
Manipulate model behavior via data
Model Denial of Service
Exhaust resources or degrade quality
Supply Chain Vulnerabilities
Compromised model or plugin components
Sensitive Info Disclosure
Extract private data or system prompt
Insecure Plugin Design
Abuse tool use to escalate privileges
Excessive Agency
Agent acts beyond intended scope
Overreliance
Unverified AI output causes real harm
Model Theft
Extract proprietary model behavior
Paste your agent's API URL and configure authentication. AASA sends a probe request to verify connectivity before running any tests.
24–120 adversarial payloads fire across all 10 OWASP LLM categories. Each test is isolated, deterministic, and scored against an explicit pass/fail rubric.
A prioritized report shows what passed, what failed, the severity of each finding, and concrete steps to fix it. Standard+ tier includes a signed certificate.
A security tool that hasn't been audited is a security liability. We fire the full 120-test Zero Trust suite at our own agent endpoint on a weekly cadence. The results are published here, unedited.
First audit is always free — no account, no credit card. Upgrade for more attack coverage and a signed certificate.
Connect your endpoint and get a full security report in under 5 minutes. Free to start.
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