Abstract
Most enterprises depend on information security standards and guidelines such as CIS Critical Security Controls (CIS CSC)to adopt and manage cybersecurity controls. With the escalation and diversity of cyber attacks, hundreds of cybersecurity controls have been defined to implement NIST Cybersecurity Framework (i.e., Identify, Detect, Protect, Respond, and Recover)[1]. However, the selection of the most appropriate set of security controls to optimize cyber defense Return on Investment (ROI)is still a highly complex and error-prone task due to the large number of security controls, the consideration of various risk factors (such as vulnerabilities and attack incidents), and budget constraints. Moreover, the complexity exacerbates due to the presence of various enterprise-oriented usability requirements. In this paper, we present a novel model and optimization techniques to select the most cost-effective set of Critical Security Controls (CSC) for optimal risk mitigation planning considering affordable residual risk, budget, and usability constraints. We developed Cyber Defense Matrix (CDM), that our automated approach uses to determine 'what' security controls are needed at a particular enterprise for security function (Identify, Protect, Detect, Respond, and Recover), 'where' to enforce in the cyber environment (Network, Device, People, Application, and Data), and 'why' it is effective in the cyber attack kill chain phases. We formulate the CDM decision-making problem using SMT constraints and developed a tool, called CyberARM, that computes correct-by-construction planning to satisfy cybersecurity ROI with bounded residual risk under specific budget constraints.
Original language | English |
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Title of host publication | 2019 IEEE Conference on Communications and Network Security, CNS 2019 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 160-168 |
Number of pages | 9 |
ISBN (Electronic) | 9781538671177 |
DOIs | |
State | Published - Jun 2019 |
Externally published | Yes |
Event | 2019 IEEE Conference on Communications and Network Security, CNS 2019 - Washington, United States Duration: 10 Jun 2019 → 12 Jun 2019 |
Publication series
Name | 2019 IEEE Conference on Communications and Network Security, CNS 2019 |
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Conference
Conference | 2019 IEEE Conference on Communications and Network Security, CNS 2019 |
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Country/Territory | United States |
City | Washington |
Period | 10/06/19 → 12/06/19 |
Bibliographical note
Publisher Copyright:© 2019 IEEE.
Keywords
- Cyber Defense Matrix
- formal modeling
- risk mitigation
ASJC Scopus subject areas
- Computer Networks and Communications
- Hardware and Architecture
- Information Systems and Management
- Safety, Risk, Reliability and Quality