See what happens when real CVEs hit an unprotected server — and what changes when Thicket is active.
.pt checkpoint — same technique used in HuggingFace Hub incidents (JFrog / Protect AI, 2024)
Deserialization vulnerability class documented by JFrog & Protect AI (2024). Langflow CVE-2025-3248 actively exploited per NVD / Cisco Talos (May 2025). SSRF (undisclosed, reported 2026) — same class as Capital One (2019). Our research confirmed live Azure IMDS token exfiltration from a production AI platform deployment.