Known Techniques, Unknown Speed: How AI Changes the Attack Chain

This blog demonstrates how frontier AI models can rapidly discover and chain exploitable weaknesses in containerized workloads—mapping the environment, exploiting sidecars, achieving persistence, exfiltrating Kubernetes tokens, performing container breakouts, and deploying cryptominers or ransomware in minutes—and argues that only in-workload, kernel-level runtime enforcement (Aqua Enforcer) can reliably stop such fast, parallelized attacks.