How to perform cyber risk assessment via cumulative logit models

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Cyber risk assessment is a field with a growing amount of research. Information on monetary losses due to a cyber attack is difficult to gather due to the sensitive nature of the data. An evaluation of the severity of the attack on an ordinal scale is easier to obtain. We apply a cumulative logit model to identify the variables that mostly affect the severity of an attack. A systemic risk indicator based on social network analysis is proposed and included in the model.
Original languageEnglish
Title of host publicationBook of short papers – SIS 2020
Pages1083-1086
Number of pages4
Publication statusPublished - 2020

Keywords

  • criticality index
  • social network
  • cyber risk
  • cumulative logit model

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