mlsanityData to 14 Oct 2026

Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes

arXiv 2105.01792 ↗First posted 4 May 2021cs.PF cs.SY eess.SYcited by 1

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Abstract (arXiv)

In this paper, we provide (i) a rigorous general theory to elicit conditions on (tail-dependent) heavy-tailed cyber-risk distributions under which a risk management firm might find it (non)sustainable to provide aggregate cyber-risk coverage services for smart societies, and (ii)a real-data driven numerical study to validate claims made in theory assuming boundedly rational cyber-risk managers, alongside providing ideas to boost markets that aggregate dependent cyber-risks with heavy-tails.To the best of our knowledge, this is the only complete general theory till date on the feasibility of aggregate cyber-risk management.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 4 May 2021.

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