Cyber insurance risk analysis framework considerations

As businesses have embraced more and more technology, cyber risk has become one of the essential components of a risk management initiative that seeks to mitigate and analyze the multitude of new risks. One risk mitigation process is investing in cyber insurance to safeguard the organisations’ assets from cyber threats by transferring them to the insurer. For businesses to decide on cyber insurance, choosing the right insurance plan and policy is crucial. To do so, they need to consider the factors of its implementation. Therefore, this paper aims to investigate the adoption of cyber insurance in Malaysian organisations, thus further exploring the organisations' perceptions of the factors of adopting cyber insurance. A qualitative study is conducted to understand and describe Malaysian organisations’ needs, obstacles, and processes related to cyber insurance adoption by interviewing cybersecurity professionals and cyber insurance personnel to explore valuable insight into the existing knowledge. 30% of the respondents have adopted cyber insurance. While 40% of the respondents were unsure, the other 30% did not adopt cyber insurance in their organisation respectively. These insights include the factors in adopting cyber insurance among Malaysian organisations, which might be crucial for informing future research and practice in the cyber insurance industry. The novelty of this research is the overview of knowledge gaps and perceptions related to the adoption of cyber insurance in Malaysian organisations. Also, this research aims to consider the advantages of the relevant obstacles that influence the decision makers to adopt cyber insurance.

CyberSure is a programme of collaborations and exchanges between researchers aimed at developing a framework for creating and managing cyber insurance policy for cyber systems. Creating such policies will enhance the trustworthiness of cyber systems and provide a sound basis for liability in cases of security and privacy breaches in them. The framework is supported by a platform of tools enabling an integrated risk cyber system security risk analysis, certification and cyber insurance, based on the analysis of objective evidence during the operation of such systems. CyberSure develops its cyber insurance platform by building upon and integrating state of the art tools, methods and techniques. The development of the CyberSure platform is driven by certification, risk analysis and cyber insurance scenarios for cyber system pilots providing cloud and e-health services. Through these, CyberSure addresses the conditions required for offering effective cyber insurance for interoperable service chains cutting across application domains and jurisdictions. CyberSure platform aims to tackle the challenges of offering cyber insurance for interoperable service chains cutting across application domains and jurisdictions.

The dependence on cyberspace has considerably increased over time, as such, people look at risk associated with cyber technology. This chapter focuses on the cyber risk issue. The authors aim to describe the global state of the art and point out the potential negative consequences of this type of systemic risk. Cyber risk increasingly affects both public and private institutions. Some of the risks that entities face are the following: computer security breaches, cyber theft, cyber terrorism, cyber espionage. Developed nations but also emerging markets suffer from cyber risk. It is therefore important to examine the different security regulation implemented across different markets. Moreover, cyber risk is a concern for all economic sectors. In particular, it is a crucial issue in banking sector because of the negative effects of cyber attacks, among others, the financial losses and the reputational risk. However, the awareness is increasing and cyber insurance is growing.

Cybersecurity has become one of the greatest challenges in today’s post pandemic, digital and interconnected world, and also a subject of strategic importance for the insurance industry. There is no doubt that the advance of technology and the increased use of big data and cloud computing have set up an opportunity for insurance business, but they also expanded insurance companies’ vulnerabilities towards cyber risk. As insurers collect a large amount of confidential data, including protected personal sensitive information, they are a natural target for cyber-attacks. On the one hand, the aim of the article is to indicate how the risks associated with digitalisation affect the day-to-day operations in selected business areas of an insurance company, and which methods may be used to manage them, on the other. After a general review of cyber risk based on recent branch reports and survey results, the authors identified its global economic impact with particular regard to financial institutions, and also insurers’ exposure and perception of cyber risk and cybersecurity spending. Moreover, administrative decisions issued by the President of the Personal Data Protection Office in Poland, selected jurisdictions and loss scenarios for insurance companies were examined with a deeper dive into underwriting, selling, administration and claims handling processes. The results of the literature study show that cyber risk is recognized to be one of the most significant non-financial risks (in terms of the source, not result of the risk) for insurers and that many proactive security measures can be implemented. However, due to the high vulnerability to leaks of confidential personal and financial data or unauthorized system access, which may cause not only financial loss, but also business interruptions and reputational damage, in the authors’ opinion, loss prevention and reduction are insufficient. Thus, both insurance and non-insurance methods of external financing cyber risk results were indicated. On this basis, the cyber insurance is considered by the authors to be the best tool providing both prevention and financial compensation in case of cyber incidents, also in insurance companies.

Many businesses, particularly small businesses, are underinvesting in cyber security. This exposes them to the risk of costly cyber attack. To address the challenge of cyber security in small businesses a greater understanding is needed of why businesses are underinvesting. To address this challenge, we propose a novel framework to distinguish five behavioral types and quantify the proportion of businesses fitting each type. The types are overconfident, procrastinator, risk accepting, defer responsibility, and optimal. We apply our framework using data from the UK Government’s Cyber Security Breaches Survey from 2018–2024. We find that procrastination and overconfidence are the main reasons for underinvestment in cyber security in small businesses. We also find that small businesses with cyber insurance and/or cyber outsourcing are more likely to be classified as optimal. These results can inform policy interventions that better target the root cause of underinvestment in cyber security.

Guest Editorial

This article provides an overview of the current state-of-the-art in cyber risk and cyber risk management, focusing on the mathematical models that have been created to help with risk quantification and insurance pricing. We discuss the main ways that cyber risk is measured, starting with vulnerability functions that show how systems react to threats and going all the way up to more complex stochastic and dynamic models that show how cyber attacks change over time. Next, we examine cyber insurance, including the structure and main features of the cyber insurance market, as well as the growing role of cyber reinsurance in strategies for transferring risk. Finally, we review the mathematical models that have been proposed in the literature for setting the prices of cyber insurance premiums and structuring reinsurance contracts, analysing their advantages, limitations, and potential applications for more effective risk management. The aim of this article is to provide researchers and professionals with a clear picture of the main quantitative tools available and to point out areas that need further research by summarising these contributions.

With the rapid adoption of web services, the need to protect against various threats has become imperative for organizations operating in cyberspace. Organizations are increasingly opting to get financial cover in the event of losses due to a security incident. This helps them safeguard against the threat posed to third-party services that the organization uses. It is in the organization's interest to understand the insurance requirements and procure all necessary direct and liability coverages. This helps transfer some risks to the insurance providers. However, cyber insurance policies often list details about coverages and exclusions using legalese that can be difficult to comprehend. Currently, it takes a significant manual effort to parse and extract knowledgeable rules from these lengthy and complicated policy documents. We have developed a semantically rich machine processable framework to automatically analyze cyber insurance policy and populate a knowledge graph that efficiently captures various inclusion and exclusion terms and rules embedded in the policy. In this paper, we describe this framework that has been built using technologies from AI, including Semantic Web, Modal/ Deontic Logic, and Natural Language Processing. We have validated our approach using industry standards proposed by the United States Federal Trade Commission (FTC) and applying it against publicly available policies of 7 cyber insurance vendors. Our system will enable cyber insurance seekers to automatically analyze various policy documents and make a well-informed decision by identifying its inclusions and exclusions.

Cybercrimes are on the rise and pose serious hazards to individuals, corporations, and governments as digital technologies become a part of our lives. This study looks at people's knowledge, awareness, perceptions, attitudes, and countermeasures regarding cyber frauds today. This study aims at determining the general awareness of cybercrimes, their perceptions across different demographic groups, and investigate the efficacy of current reporting procedures and preventive measures through a structured online questionnaire. The result of the study shows that though there is a growing awareness of cyber fraud and regulatory frameworks, there are still significant gaps in knowledge and the application of practical preventive measures. The report also emphasizes the underuse of resources that are accessible and may otherwise improve cybersecurity, such as local cyber cells and cyber insurance. The study also assesses the existing systems prevailing in India related to the cybercrimes, highlighting the areas that requires better public awareness campaigns and law enforcement intervention. Strengthening them will help in enhancing resource accessibility, and supporting educational programs are among the recommendations. By providing useful information and suggestions for people, organizations, policy makers, this paper seeks to promote a more knowledgeable and proactive approach to preventing cyber fraud. KEYWORDS- Cyber awareness, cyber security, perception, cybercrime, cyber fraud, preventive measures

Cyber Risk and Cyber Insurance

What changed in the cyber-security after COVID-19?

Over the past century, many profound technological, economic, and social transformations have occurred. 21st century emerged as of technology and the borderless world; businesses have embraced more strategic ways to handle risk in computing; Cyber Risk Management (CRM) has become one of the essential components in risk management initiatives that seek to mitigate and analyse the multitude of new risks. One risk mitigation process is investing in cyber insurance to safeguard IT assets from cyber threats by transferring such risks to another party known as the insurer. However, implementing cyber insurance in Malaysia is still a considerable organisationsal gap. Unlike any other insurance purchased by default due to financial obligations, many organisations in Malaysia are still lackadaisical towards cyber insurance. The research looks into the factor that contributes to the gap. The study starts with identifying the research background and problem statement and then collecting the data. 30 semi-structured interviews were conducted. The data was collected from 30 experienced Malaysian organizations in the public and private sectors. Finally, the outcome is analysed and concluded.

There is a fine line between information individuals are happy to share and information people view as private, and it is essential for businesses to understand this. In addition, internal stakeholders must now be individually charged not only with protecting the data the firm holds, but also how the firm uses said data. Awareness of the value of data is at an all-time high, with regulators now threatening significant financial penalties and sanctions for non-compliance. Businesses procuring a cyber insurance policy must learn the necessary best practice controls and processes to help in the event of an information security crisis. This paper addresses a number of questions, such as whether the growth of the information security industry will bring new and innovative approaches to mitigating risk; whether cyber insurance will be integrated into such solutions, providing businesses with new forms of protection; and whether purchasing cyber insurance can help businesses stay one step ahead of information security risk.

Market forces cannot be relied upon to ensure the cyber security of safety-critical industries. Companies often lack the technical information to make informed decisions, for instance about the security of Commercial Off The Shelf (COTS) software. The pressures of competition also make it difficult to justify the cost of securing supply chains. Regulatory intervention can address these concerns. However, the recent recession prevents regulatory agencies from funding the salaries and incentives needed to retain competent cyber-security specialists. Tort provides an alternative; companies can seek redress through the courts when service providers fail to meet security requirements. However, tort is typically used in the aftermath of a security breach; the general public may be exposed to considerable risk before litigation addresses existing vulnerabilities. Companies can purchase cyber-insurance to offset future liabilities. Under-writers have a strong motivation to work with policyholders; to improve cyber-security and thereby reduce their exposure. However, it is difficult for actuaries to account for the risks of future cyber attacks without accurate information about the frequency and consequences of previous attacks. The extent to which any country relies on market forces, tort, regulation and cyber-insurance is determined as much by political influence as by technical arguments. The political response to economic recession combines with the changing nature of cyber-risks and inconsistent approaches to the reporting of previous incidents to undermine the future resilience of safety-critical infrastructures. In contrast, we argue that improving cyber incident-reporting will support the actuarial basis of cyber insurance. This combined with a requirement for regulatory competence will assist companies in securing their chains of supply.

This systematic review investigates the evolving legal intersection between cybercrime and contractual liability, with a focus on how courts, regulators, and contracting parties address cybersecurity risks through enforceable legal frameworks. Drawing upon the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology, a total of 87 peer-reviewed articles, case law commentaries, and legal-technical policy studies representing over 1,300 cumulative citations were rigorously analyzed to identify prevailing legal doctrines, risk mitigation practices, and enforcement trends. The review explores key thematic areas including the rise of cybersecurity-specific clauses in digital service agreements, the misalignment between cyber insurance policies and commercial contracts, the legal treatment of third-party vendor breaches, and the contractual implications of data protection regulations such as the GDPR, CCPA, and HIPAA. Findings reveal a clear doctrinal shift: courts are increasingly recognizing cybersecurity failures as breaches of contract, especially when they violate performance warranties or industry standards. Furthermore, vague or boilerplate clauses have proven ineffective during litigation, underscoring the importance of specificity and alignment with technical benchmarks such as NIST and ISO/IEC standards. The review also identifies a growing reliance on Data Processing Agreements (DPAs), Standard Contractual Clauses (SCCs), and enforceable indemnity and audit rights to manage legal risk in complex digital ecosystems. High-profile cases such as Merck v. ACE Insurance, Schrems II, and the British Airways GDPR enforcement illustrate how regulatory action and private litigation are catalyzing more rigorous contract drafting and cyber risk governance. Overall, the study concludes that in the face of rising transnational cyber threats, contractual instruments must evolve beyond static legal templates to become dynamic tools of compliance, risk transfer, and strategic cybersecurity management. This review offers both scholars and practitioners a synthesized, evidence-informed framework for understanding and improving the legal mechanisms that govern cybercontractual liability.