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Cyber Resilience: Management With Cybersecurity Controls.

Jarrod Shingleton¹, Elisabeth Paté-Cornell²

¹Department of Management Sciences and Engineering, Stanford University, Stanford, California, USA.

Risk Analysis : an Official Publication of the Society for Risk Analysis

|July 3, 2026

Summary

This summary is machine-generated.

This study introduces a probabilistic method to quantify cybersecurity resilience and risk reduction for organizations. It addresses the growing need for robust defenses against cyber attacks in an increasingly connected world.

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Area of Science:

Computer Science
Information Security
Risk Management

Background:

The increasing interconnectedness via the Internet of Things (IoT) expands the attack surface for cyber threats.
Organizations face challenges in cybersecurity due to a lack of expertise and funding, necessitating resilience strategies.
Protecting sensitive data and ensuring operational continuity are critical in the face of potential cyber disruptions.

Purpose of the Study:

To develop a probabilistic method for measuring organizational resilience to cyber attacks.
To provide a quantifiable approach for evaluating cybersecurity risk reduction controls.
To enhance understanding of system recovery capabilities after catastrophic loss.

Main Methods:

A probabilistic framework was designed to assess resilience levels.
The method allows for the quantification of risk reduction controls.
The approach focuses on an organization's ability to recover from cyber incidents.

Main Results:

The study presents a novel method for quantifying cybersecurity resilience.
The proposed approach offers a measurable way to evaluate risk mitigation strategies.
The framework aids in understanding and improving post-incident recovery.

Conclusions:

Quantifiable resilience metrics are essential for effective cybersecurity.
The probabilistic method provides a valuable tool for organizations to manage cyber risks.
Improving system resilience is crucial for maintaining operations and protecting data.