Modern AI agents call tools, read documents, search the web, and carry memory across sessions. Every connection is an attack vector. Prompt injection doesn't just come from users — it comes from a PDF your agent reads, a search result it trusts, a tool response it follows.
AASA is the security platform built to test all of it — not just the chat window.
Sign up required · Results in under 5 minutes · Intro pricing on first audit
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” send prompts at an endpoint. AASA instruments the full agent stack — the tools it calls, the data it consumes, the memory it carries — and surfaces vulnerabilities that endpoint testing alone will never find.
AI agents aren't just endpoints. They call APIs, read documents, search the web, and store memory. Each layer is an independent attack surface. AASA tests all of them — not just the interface a user sees.
The attacker never talks to your agent directly. They plant malicious instructions inside a PDF, a search result, or a database row — and your agent follows them. AASA tests every data path your agent reads.
Can adversarial input cause your agent to misuse its tools — sending emails to wrong recipients, querying unauthorized data, executing unintended actions? AASA tests excessive agency at the tool level.
A version-stamped, verifiable audit record tied to a specific build — not an org-level claim. Show customers, enterprises, and regulators that your agent was tested and what it scored.
Every test has an explicit pass/fail rubric. Same inputs produce the same score — always. Track regressions after a model upgrade, system prompt change, or new tool addition.
Security gate on every deployment. Catch regressions before they reach users — automatically, on schedule, or on demand.
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 model behavior via crafted input
Sensitive Information Disclosure
Extract private data or system prompt
Supply Chain Vulnerabilities
Compromised model, plugin, or data components
Data and Model Poisoning
Manipulate model behavior via poisoned data
Improper Output Handling
Unvalidated output exploits downstream
Excessive Agency
Agent acts beyond intended scope
System Prompt Leakage
Expose hidden system instructions
Vector and Embedding Weaknesses
Poison or query retrieval stores
Misinformation
Unverified AI output causes real harm
Unbounded Consumption
Exhaust resources or degrade quality
Connect your agent endpoint and describe its stack — what tools it calls, what data sources it reads, what external systems it touches. Every connection is a potential attack vector AASA maps before testing begins.
Adversarial payloads go into the endpoint. Injection attempts go into tool responses. Malicious content goes into data source pipelines. AASA finds what breaks at each layer — not just what the user sees.
Every finding is tied to the layer it came from and the OWASP LLM category it represents — with severity, root cause, and a specific fix. Not 'something might be wrong.' Exactly what broke, where, and how to fix it.
A security tool that hasn't been tested is a liability. We run the full AASA test suite against our own agent endpoint on a weekly cadence and publish every result here, unedited — passes, findings, and all. Results are updated each week.
Run your own audit now →AASA is live and actively used — but we're still early. We don't have a wall of testimonials to show you — we have a tool that works, a free audit to prove it, and a direct line to the team building it. Early customers get input on the roadmap and a fast response from the team on every issue.
Intro-priced first audit
Run 24 adversarial tests against your agent at a discounted intro rate. See real results before committing to a full plan.
Direct team access
Questions, issues, or feature requests go straight to the people building it. No support ticket queue.
Shape the roadmap
Early customers decide what gets built next. If you need a specific test category or integration, say so.
First audit is always free. Upgrade for more attack coverage and a signed certificate.
AASA tests every layer — the endpoint, the tools it calls, the documents it reads, the web it searches. Get the full picture in under 5 minutes.
Run a security audit now →Sign up required · Works with any agent API · Endpoint, tools, RAG, web search