Safety / Adversarial

Adversarial
Red-Teaming.

Systematic stress-testing for frontier models. Ployos maps the latent space of model vulnerabilities through expert-led adversarial campaigns.

Our methodology combines automated zero-day exploit discovery with specialized human experts who understand the nuances of prompt-injection and behavioral bypass.

Vector Audit Summary

Prompt Injection
CVE-2024-811CRITICAL
Logic Bypass
CVE-2024-742HIGH
Weight Exfiltration
PATCHEDRESOLVED
Recursive Jailbreak
MITIGATEDMEDIUM

Last Integrity Check: 03.14.2026_09:12_UTC

Latent Jailbreaking.

We identify multi-turn logic bypasses that safety wrappers often miss. Our experts simulate sophisticated human-in-the-loop attacks to force harmful model behaviors.

> Recursive Injection> Payload Optimization> Context Poisoning

Data Exfiltration.

Mapping the risk of PII leakage and proprietary knowledge extraction from training weights. We verify that your data stays truly private.

> Weight Memory Scan> Privacy Perimeter> Gradient Audit

94.2%

Vulnerability recall in standard frontier benchmarks.

120+

Proprietary adversarial templates unique to Ployos.

< 2hr

Median time to identify critical safety bypasses.