Continuous Security Validation of Linux Systems Using Configuration-as-Code
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Abstract
Enterprise Linux systems form the foundation of critical business services across on-premises, hybrid, and cloud infrastructures. Maintaining a secure configuration posture over time remains a persistent challenge due to manual changes, emergency fixes, and inconsistent enforcement of security standards. Traditional security validation approaches rely on periodic audits and reactive assessments, which fail to detect configuration drift in a timely manner. This paper presents a continuous security validation approach for Linux systems using configuration-as-code principles. The proposed approach encodes security controls, compliance requirements, and system hardening rules as declarative configurations that are continuously evaluated against live system state. By integrating configuration-as-code with automated validation and remediation workflows, the approach enables near real-time detection of security deviations and consistent enforcement of approved baselines. A controlled experimental evaluation conducted on a representative Linux environment demonstrates improved security posture consistency, reduced configuration drift duration, and faster remediation compared to traditional audit-based validation methods. The results show that continuous security validation using configuration-as-code provides a scalable and auditable mechanism for maintaining secure Linux system configurations.
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References
J. Gray, “Why Do Computers Stop and What Can Be Done About It?,” 1985.
M. Fowler, Patterns of enterprise application architecture. Addison-Wesley, 2012.
J. Dean and L. A. Barroso, “The tail at scale,” Commun. ACM, vol. 56, no. 2, pp. 74–80, 2013.
D. L. Parnas, “On the criteria to be used in decomposing systems into modules,” Commun. ACM, vol. 15, no. 12, pp. 1053–1058, 1972.
A. Avizienis, J.-C. Laprie, B. Randell, and C. Landwehr, “Basic concepts and taxonomy of dependable and secure computing,” IEEE Trans. dependable Secur. Comput., vol. 1, no. 1, pp. 11–33, 2004.
S. Chacon and B. Straub, “Pro Git, 2nd edn. Apress, Berkeley.” 2014.
L. Bass, Software architecture in practice. Pearson Education India, 2012.
M. Van Steen and A. S. Tanenbaum, Distributed systems. Maarten van Steen Leiden, The Netherlands, 2017.
R. Kakarla and S. B. Sannareddy, “Ai-Driven Devops Automation for Ci/Cd Pipeline Optimization,” constraints, vol. 5, p. 6.
J. Humble and D. Farley, Continuous delivery: reliable software releases through build, test, and deployment automation. Pearson Education, 2010.
A. Keller and H. Ludwig, “The WSLA framework: Specifying and monitoring service level agreements for web services,” J. Netw. Syst. Manag., vol. 11, no. 1, pp. 57–81, 2003.
J. T. Force, “Security and Privacy Controls for Information Systems and Organizations (NIST SP 800-53 rev 5),” Natl. Inst. Stand. Technol. (NIST), Gaithersburg, MD, 2020.
V. Stafford, “Zero trust architecture,” NIST Spec. Publ., vol. 800, no. 207, pp. 207–800, 2020.
J. L. Hellerstein, Y. Diao, S. Parekh, and D. M. Tilbury, Feedback control of computing systems. John Wiley & Sons, 2004.
A. B. Brown and D. A. Patterson, “Towards Availability Benchmarks: A Case Study of Software RAID Systems.,” in USENIX Annual Technical Conference, General Track, 2000, pp. 263–276.
R. S. Sandhu, “Role-based access control,” in Advances in computers, vol. 46, Elsevier, 1998, pp. 237–286.
D. Oppenheimer, A. Ganapathi, and D. A. Patterson, “Why do Internet services fail, and what can be done about it?,” 2003.
R. Hat, “Red hat ansible automation platform,” Retrieved Nov, vol. 27, p. 2023, 2023.
T. Erl, SOA Principles of Service Design (paperback). Prentice Hall Press, 2016.
K. R. Chirumamilla, “Autonomous AI System for End-to-End Data Engineering,” Int. J. Intell. Syst. Appl. Eng., vol. 12, pp. 790–801, 2024.
S. N. Et al., “Educational Administration: Concept, Theory and Management,” Psychol. Educ. J., vol. 58, no. 1, pp. 1605–1610, 2021, doi: 10.17762/pae.v58i1.953.
M. Souppaya and K. Scarfone, “Guide to enterprise patch management technologies,” NIST Spec. Publ., vol. 800, no. 40, p. 2013, 2013.
E. S. Al-Shaer and H. H. Hamed, “Discovery of policy anomalies in distributed firewalls,” in Ieee Infocom 2004, 2004, vol. 4, pp. 2605–2616.
E. Brewer, “CAP twelve years later: How the" rules" have changed,” Computer (Long. Beach. Calif)., vol. 45, no. 2, pp. 23–29, 2012.
A. Clemm, Network management fundamentals. Cisco press, 2006.
A. S. Tanenbaum and H. Bos, Modern operating systems. Pearson Education, Inc., 2015.
R. Buyya, C. S. Yeo, and S. Venugopal, “Market-oriented cloud computing: Vision, hype, and reality for delivering it services as computing utilities,” in 2008 10th IEEE international conference on high performance computing and communications, 2008, pp. 5–13.
M. Armbrust et al., “A view of cloud computing,” Commun. ACM, vol. 53, no. 4, pp. 50–58, 2010.
P. Mell and T. Grance, “The NIST definition of cloud computing,” 2011.
K. Hwang, J. Dongarra, and G. C. Fox, Distributed and cloud computing: from parallel processing to the internet of things. Morgan kaufmann, 2013.
A. Greenberg et al., “VL2: A scalable and flexible data center network,” in Proceedings of the ACM SIGCOMM 2009 conference on Data communication, 2009, pp. 51–62.