3 papers
cs.CR2026
Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches?
Farooq Shaikh
Kubernetes is central to the cloud-native ecosystem, orchestrating containerised workloads. Recent work suggests that large language models (LLMs) can automate cluster security rem…
cs.CR2026
A Comparison of Kubernetes Compliance Standards and Configuration Scanners
Michael Krieger, Markus Gierlinger, Farooq Shaikh +1
Kubernetes has become the industry standard for orchestrating containers in microservice-based software architectures. While several hardening guidelines and scanning tools for sec…
cs.CR2026
FORGE: Multi-Agent Graduated Exploitation and Detection Engineering
Farooq Shaikh
Vulnerability disclosure volumes now far exceed organizational assessment capacity, yet three adjacent research communities (proof-of-concept generation, vulnerability prioritizati…