Security Hardening Using FABRIC: Implementing a Unified Compliance Aggregator for Linux Servers
Sheldon Paul, Izzat Alsmadi

TL;DR
This paper introduces a unified framework called UCA for evaluating Linux security hardening by aggregating multiple auditing tools, providing clearer and more reproducible security assessments on the FABRIC testbed.
Contribution
It develops a novel Unified Compliance Aggregator that normalizes and combines outputs from diverse security tools for comprehensive hardening evaluation.
Findings
Full hardening increases OpenSCAP compliance from 39.7 to 71.8
Custom rule compliance improves from 39.3% to 83.6%
UCA offers more consistent security assessments than individual tools
Abstract
This paper presents a unified framework for evaluating Linux security hardening on the FABRIC testbed through aggregation of heterogeneous security auditing tools. We deploy three Ubuntu 22.04 nodes configured at baseline, partial, and full hardening levels, and evaluate them using Lynis, OpenSCAP, and AIDE across 108 audit runs. To address the lack of a consistent interpretation across tools, we implement a Unified Compliance Aggregator (UCA) that parses tool outputs, normalizes scores to a common 0--100 scale, and combines them into a weighted metric augmented by a customizable rule engine for organization-specific security policies. Experimental results show that full hardening increases OpenSCAP compliance from 39.7 to 71.8, while custom rule compliance improves from 39.3\% to 83.6\%. The results demonstrate that UCA provides a clearer and more reproducible assessment of security…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSecurity and Verification in Computing · Software System Performance and Reliability · Advanced Software Engineering Methodologies
