Source: SiliconANGLE
As enterprises deploy AI agents that operate autonomously across infrastructure—making thousands of decisions per minute without human intervention—traditional perimeter security and access controls are becoming obsolete. The shift moves detection from identity and endpoint layers to packet-level inspection, where organizations can identify shadow AI models making unauthorized API calls, data exfiltration attempts, or anomalous computational patterns before they cascade across systems. This changes how infrastructure software vendors build monitoring and control into their products, creating new categories of network security built around behavioral anomaly detection rather than rule-based blocking.