Estimation of losses due to cyber risk for financial institutions

Cyber risk has emerged as a key threat to financial institutions. The objective of this paper is to analyze cyber risk from an operational risk perspective and to measure cyber risk empirically. Using a novel data set on cyber attacks, we analyze the main characteristics of cyber attacks and identify patterns using correspondence analysis. We apply the loss distribution approach to the data set and show that the distribution of losses due to...