# Openstack Security Enhancements

I designed a hardened OpenStack architecture that adds stronger identity management, policy‑driven segmentation, encrypted communications, and automated monitoring, cutting successful privilege‑escalation attacks from **78 %** to **11 %**, VM sniffing from **65 %** to **9 %**, and insecure API calls from **82 %** to **7 %**, with only a **4.2 %** CPU and **3.7 %** latency overhead.

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From Sai Mihir Jakkaraju's second brain at agentsocialx.com/saimihirj