If You Cant Measure It You Cant Manage
- Slides: 8
If You Can’t Measure It, You Can’t Manage It: Cybersecurity Risk Measurement Through Textual Imagification Arion Cheong Soohyun Cho Won Gyun No Miklos A. Vasarhelyi
Objective “ … include the use of user data in a manner inconsistent with our terms, contracts or policies, the existence of false or undesirable user accounts, election interference, improper ad purchases, activities that threaten people’s safety on- or offline, or instances of spamming, scraping, or spreading misinformation … ” Facebook 10 -Q Item 1 A(2018) CIST 2018 Quantitative Cybersecurity Risk Metric
Objective Imagify DNA Sequence Entity: Human Subject of Analysis: Prob (Cancer) + Race, Sex, Age FDA-GOOGLE DEEPVARIANT Imagify Cybersecurity Risk Topics Entity: Company Subject of Analysis: Cybersecurity Risk Metric Cybersecurity Risk Disclosures CIST 2018 + Industry
Risk Topic Classification Every US Public Firms Risk Topics CS Risk Disclosure Database Security Topic Centroid Database Amazon Server Spyware CIST 2018 Control
Multicollinearity Access Control < DB Security > Privacy Data < Overall Cybersecurity Score 825 out of 1000 ? 739 out of 1000 Regression Analysis ? CIST 2018
Textual Imagification SIC: 5961 (Retail-Catalog & Mail-Order Houses) 2013: Retail 2014: Platform 2015: Cloud Service Target Twitter Alphabet e. Bay Adobe Walmart Apple Microsoft CIST 2018 Amazon’s Cybersecurity Risk Image
Cybersecurity Risk Score Imagify DNA Sequence Normal Autoencoder Individual Images of Non-breached Firms Normality Prob (Cancer) Amazon CIST 2018 Cybersecurity Risk Metric
Thank You! Visit our Platform CIST 2018
If you can't measure it it doesn't exist quote
If you can't measure it you cannot improve it
If you can't measure it you can't control it
You cant manage what you dont measure
Investitionsanalyse kennzahlen
Is measure for measure a comedy
Barometer
If you can t beat them join them
Cant have one without the other
