• Twitter
  • Search
e-axes

360° Econ View

The issues, the debates, and the research

  • Home
  • Useful Data
  • About
  • Contact
  • Home
  • Useful Data
  • About
  • Contact

Financial Markets

Cyber risk and financial stability

Posted by e-axes on February 25, 2021

Read Next →

Financial Markets

When Markets Drift from the Real Economy

Financial Markets

Gold, the Dollar, and the Geopolitics of Global Reserves

Financial Markets

From Information to Liquidity: How Stablecoins Reshape Bank Intermediation

Cyber risk quantified

Aldasoro et al. use a database of more than 100,000 cyber events across sectors to document the characteristics of cyber incidents and quantify cyber risk. They find:

  • The average cost of cyber events has increased over the last decade. These costs are higher for larger firms and more connected events;
  • The financial sector experiences the highest number of cyber incidents, especially privacy and lost data incidents. However, banks and insurance companies incur more limited losses relative to other sectors, likely due to the effects of regulation and higher investment in cyber security;
  • The use of cloud services is associated with lower costs, especially when cyber incidents are relatively small. But as cloud providers become systemically important, cloud dependence is likely to increase tail risks.


The drivers of cyber risk
Authors: Iñaki Aldasoro, Leonardo Gambacorta, Paolo Giudici, Thomas Leach
From: BIS, University of Pavia

From cyber risk to financial instability

In this paper Adelmann et al. highlight the transmission channels through which a cyber attack can lead to financial instability:

  • Loss of confidence: Lengthy outages and compromised data integrity can lead to a loss of confidence. Such loss of confidence is likely to affect liquidity;
  • Lack of Substitutability: Cyber attacks can lead to the loss of a key service and expose simultaneously many institutions to threats affecting the entire financial sector;
  • Interconnectedness:  Technology interconnectedness i.e. exposure to common hardware and software packages, as well as common technology service providers such as cloud services may exacerbate contagion risk from cyberattacks.


Cyber Risk and Financial Stability : It’s a Small World After All
Authors: Frank Adelmann, Jennifer A. Elliott, Ibrahim Ergen, Tamas Gaidosch, Nigel Jenkinson, Tanai Khiaonarong, Anastasiia Morozova, Nadine Schwarz ; Christopher Wilson
From: IMF

Cyber risk and stock returns

In financial markets, cybersecurity risk is priced in the cross section of stock returns. Specifically, a portfolio long on firms with high-cybersecurity-risk and short on low cybersecurity-risk stocks earns a statistically significant 66-69 (56-66) basis points per month – up to 8.3% (7.9%) – in equal-weighted (value-weighted) returns over the following year. Fama-MacBeth cross sectional regressions confirm a positive and statistically significant association between future individual stock returns and our cybersecurity-risk measure. A factor-mimicking portfolio calculated as the difference in the return of stocks with high and low cybersecurity risk performs poorly around periods of increasing investor attention to cybersecurity risk but earns a high premium during other times.

Cybersecurity Risk
Authors: Chris Florackis, Christodoulos Louca, Roni Michaely, Michael Weber
From: University of Liverpool, Cyprus University of Technology, University of Geneva – Geneva Finance Research Institute, University of Chicago

Print Friendly, PDF & Email

e-axes

Read Next →

Financial Markets

When Markets Drift from the Real Economy

Financial Markets

Gold, the Dollar, and the Geopolitics of Global Reserves

Financial Markets

From Information to Liquidity: How Stablecoins Reshape Bank Intermediation

Comments are Closed

Account

  • Login

Subscriptions

You are not logged in.
Login
Subscribe

Subscriptions

Subscribe

Most Read

  • Bank Heterogeneity and the Transmission of Monetary Tightening
  • AI Valuations, Capital Investment, and Growth
  • New and Noteworthy Books in Economics (September)
  • AI and the Natural Rate: Puzzle or Policy Challenge?
  • Communicating Uncertainty: Fan Charts, Confidence, and Credibility
  • Macroeconomic Risk: From Scenario Synthesis to Distributional Transmission
  • How Firms’ Cost Expectations Shape Prices
  • Transfers, Taxes, and the Ricardian Equivalence
  • Can Institutions Limit the Economic Damage of Populism?
  • Asia’s Expanding Non-Dollar Payment Networks

Sections

  • AI
  • Banking
  • Books
  • Brexit
  • CBDC
  • China
  • Climate
  • COVID-19
  • Crypto
  • Demographics
  • Economic Growth
  • Economic Science
  • Economics of Information
  • Emerging Markets
  • Eurozone
  • Financial Markets
  • Geoeconomics
  • Geopolitics
  • India
  • Inequality
  • Inflation
  • International Economics
  • Macro
  • Markets
  • Monetary Policy
  • Oil
  • Politics & Economics
  • Taxation
  • Tech
  • Trade
  • U.S.
  • Ukraine-Russia War
  • Uncategorized
  • Useful Data

© 2026 e-axes

  • Privacy Policy & Terms of Service

Theme by Anders Norén

This website uses cookies to improve your experience. We'll assume you're ok with this, but you can opt-out if you wish.
Cookie settingsAccept
Privacy & Cookies Policy

Privacy Overview

This website uses cookies to improve your experience while you navigate through the website. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are as essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may have an effect on your browsing experience.
Necessary
Always Enabled
Necessary cookies are absolutely essential for the website to function properly. This category only includes cookies that ensures basic functionalities and security features of the website. These cookies do not store any personal information.
SAVE & ACCEPT