paper-with-me

홈 › Papers

Contrasting the optimal resource allocation to cybersecurity and cyber insurance using prospect theory versus expected utility theory

2024-11-28 · Chaitanya Joshi, Jinming Yang, Sergeja Slapnicar, Ryan K L Ko

Protecting against cyber-threats is vital for every organization and can be done by investing in cybersecurity controls and purchasing cyber insurance. However, these are interlinked since insurance premiums could be reduced by investing more in cybersecurity controls. The expected utility theory and the prospect theory are two alternative theories explaining decision-making under risk and uncertainty, which can inform strategies for optimizing resource allocation. While the former is considered a rational approach, research has shown that most people make decisions consistent with the latter, including on insurance uptakes. We compare and contrast these two approaches to provide important insights into how the two approaches could lead to different optimal allocations resulting in differing risk exposure as well as financial costs. We introduce the concept of a risk curve and show that identifying the nature of the risk curve is a key step in deriving the optimal resource allocation.

📄 PDF Abstract BibTeX arXiv:2411.18838

Code (0)

등록된 구현이 없습니다.

Tasks

Decision Making

Similar Papers 제목 키워드 기반

Fortify Your Defenses: Strategic Budget Allocation to Enhance Power Grid Cybersecurity

2023-12-20 · Rounak Meyur, Sumit Purohit, Braden K. Webb

The abundance of cyber-physical components in modern day power grid with their diverse hardware and software vulnerabilities has made it difficult to protect them from advanced persistent threats (APTs). An attack graph …

Asset Management

Preventive-Corrective Cyber-Defense: Attack-Induced Region Minimization and Cybersecurity Margin Maximization

2023-02-15 · Jiazuo Hou, Fei Teng, Wenqian Yin, Yue Song 외

False data injection (FDI) cyber-attacks on power systems can be prevented by strategically selecting and protecting a sufficiently large measurement subset, which, however, requires adequate cyber-defense resources for …

Cyber Risk Assessment for Capital Management

2022-05-17 · Wing Fung Chong, Runhuan Feng, Hins Hu, Linfeng Zhang

This paper introduces a two-pillar cyber risk management framework to address the pervasive challenges in managing cyber risk. The first pillar, cyber risk assessment, combines insurance frequency-severity models with cy…

Decision MakingManagement

Exploring AI-Enabled Cybersecurity Frameworks: Deep-Learning Techniques, GPU Support, and Future Enhancements

2024-12-17 · Tobias Becher, Simon Torka

Traditional rule-based cybersecurity systems have proven highly effective against known malware threats. However, they face challenges in detecting novel threats. To address this issue, emerging cybersecurity systems are…

Deep LearningGPU

RedSage: A Cybersecurity Generalist LLM

2026-01-29 · Naufal Suryanto, Muzammal Naseer, Pengfei Li, Syed Talal Wasim 외 arxiv

Cybersecurity operations demand assistant LLMs that support diverse workflows without exposing sensitive data. Existing solutions either rely on proprietary APIs with privacy risks or on open models lacking domain adapta…

Continual PretrainingDomain Adaptation