Computational evaluation demonstrates end-to-end traceability for LLM-assisted Linux kernel configurations, highlighting reproducible auditing via empirical workload evidence.
This record provides the replication package accompanying the manuscript “IKC: Auditing LLM-Assisted Linux Kernel Configuration with Workload Evidence.” The package contains the source code, workload-evidence processing scripts, LLM-assisted configuration workflow, generated and realized kernel configurations, benchmark scripts, raw per-run measurements, boot-time .config files, kernel identity records, environment snapshots, security-policy records, prompts, and analysis code used in the study. These artifacts support traceability from workload-derived evidence and generated configuration proposals to deterministic Kconfig realization, booted-state verification, empirical performance measurements, and policy-compliance assessment. The archived package is provided as a fixed, version-specific record to support reproducibility and independent inspection.
No takes yet. Share an insight, caveat, or question.
Yu et al. (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: