Cybersecurity risks and cyberattacks appear on 226 recent papers, mostly in AI journals, and 56 of them carry a risk-management, insurance, investment or cost keyword, with cyber insurance on 9. Insurers struggle to price a risk that is correlated across firms and shaped by the insured's own choices. What do losses look like, and does insurance change security?
Papers in the last 30 days — cybersecurity investment: 1
Cybersecurity appears on 159 recent papers, most of them in AI journals about detection; only 22 carry a disclosure, reporting or investor keyword, and "cybersecurity disclosure" on 6. Since 2023, US firms must report material cyber incidents within four business days. What do they report, and what do markets learn?
Papers in the last 30 days — data breaches: 1 · cybersecurity risks: 4
Scholar4AI. (2026). Research ideas tagged “cybersecurity”. Journal Research Rankings. Retrieved October 23, 2026, from https://scholar4ai.com/ideas/tags/cybersecurity
@misc{scholar4ai-ideas-tags-cybersecurity,
author = {{Scholar4AI}},
title = {Research ideas tagged “cybersecurity”},
year = {2026},
howpublished = {\url{https://scholar4ai.com/ideas/tags/cybersecurity}},
urldate = {2026-10-23},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).