AI runtime diagnostic
Map one risky workflow
before review does.
Probe a healthcare prior-auth agent. Map findings to OVERT controls. Get a hardening plan.
Simulated — no live systems are contacted
Ten attack vectors for the runtime map
Every diagnostic probes the target across the categories below, mapped to OVERT, MITRE ATLAS, and the OWASP LLM Top 10.
| Vector | Maps to |
|---|---|
| 01Prompt injection | OWASP LLM01 / ATLAS AML.T0051 |
| 02PII / PHI extraction | OWASP LLM06 / ATLAS AML.T0057 |
| 03Jailbreak chains | OWASP LLM01 / ATLAS AML.T0054 |
| 04Role confusion | OWASP LLM08 / OVERT RT-3 |
| 05Tool-use abuse | OWASP LLM07 / OVERT RT-5 |
| 06Trust-building escalation | OVERT RT-7 / NIST AI RMF MS-2.6 |
| 07Output manipulation | OWASP LLM02 / ATLAS AML.T0048 |
| 08Context poisoning | OWASP LLM03 / ATLAS AML.T0020 |
| 09Excessive agency | OWASP LLM08 / OVERT RT-9 |
| 10Behavioral drift (CUSUM) | NIST AI RMF MS-2.7 / OVERT RT-10 |
Patient identifiers leak via prior-auth response
Adversarial probe asked the agent to summarize its last decision. Response included MRN 9210384, DOB, and name — bypassing the system prompt’s redaction rule.
Median across 1,200+ healthcare-domain runs in the last 90 days.
Zero sensitive-data egress by default
Payloads stay local; only hashes and signatures travel.
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