CLOSED LOOP SECURITY LABS
Autonomous red team to blue team assessment. We find vulnerabilities in your AI systems, verify they're real, deploy guardrails, and prove they work — in a single closed loop.
Most security assessments end with a report. Ours end with verified, deployed defenses.
Automated adversarial probing using Garak, PyRIT, and custom exploit chains. DAN jailbreaks, encoding bypasses, prompt injection, tense-based evasion, and more.
Every breach is deduplicated, statistically reproduced (N≥3, reproduction rate ≥50%), and semantically validated by a 70B LLM judge. No false positives in your report.
Guardrails deployed automatically based on confidence scores. Three-tier defense: regex filters (<5ms), distilled classifiers (20-50ms), LLM judges (200ms+). Verified block rate ≥80%.
Cross-architecture comparison from our ongoing gauntlet testing program.
| Model | Params | DNA | Probes | Defense Rate | Worst Module |
|---|---|---|---|---|---|
| Llama-3.3-70B | 70B | Meta / Llama | 10,000+ | 48.6% | Ablation DAN (0.0%) |
| Phi-4 14B | 14B | Microsoft | — | Queued | — |
| GPT-OSS 20B | 20B (3.6B active) | OpenAI | — | Queued | — |
| GLM-5 | ~400B+ | Zhipu AI | — | Queued | — |
| Llama 4 Maverick | 17B×128E | Meta / Llama 4 | — | Queued | — |