Page 20 - The Insurance Times May 2025
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and storage. Backup systems provide a safeguard for recov-  This calculation indicates that, on average, the expected
         ery in case of data loss, while incident response plans allow  financial impact of ransomware attacks on the business is
         organizations to react swiftly and effectively to cyber  Rs. 3,25,000.
         threats, reducing potential disruptions.
                                                              2. Data Breach: For data breaches, insurers assess sce-
         The Role of Cyber Liability Insurance in                narios based on probabilities and costs:
                                                                     70% chance of no breach, resulting in a cost of
         Complementing Cybersecurity                                 Rs. 0.
         While robust cybersecurity protocols provide the first line
                                                                     20% chance of a small-scale breach, costing Rs.
         of defense against cyber risks, the increasingly sophisticated  10,00,000.
         nature of these attacks underscores the need for additional
         protective mechanisms. This is where cyber liability insur-  10% chance of a large-scale breach, costing Rs.
         ance plays a pivotal role. As a strategic complement to     1,00,00,000.
         cybersecurity, cyber liability insurance offers financial cov-
         erage for managing the aftermath of cyber incidents.  The EV for data breaches is: $$EV = (0.7 \times Rs. 0) + (0.2
                                                              \times Rs. 10,00,000) + (0.1 \times Rs. 1,00,00,000) = Rs.
         This specialized insurance covers a range of costs, including  12,00,000$$
         data recovery, legal proceedings, customer notifications,
         business interruptions, and even reputational management.  This calculation reflects the average expected cost of data
         In recent years, ransomware incidents have accounted for  breaches, helping insurers and organizations estimate finan-
         nearly 40% of cyber insurance claims, highlighting the criti-  cial exposure.
         cal importance of this financial safeguard.
                                                              3. Premium Pricing: Combining EVs for ransomware at-
         Expected  Value (EV):  A  Foundational                  tacks and data breaches ((Rs. 3,25,000 + Rs. 12,00,000
                                                                 = Rs. 15,25,000)), insurers add a margin (e.g., 20%) for
         Concept in Risk Assessment                              profit and  administrative costs: $$Premium  =  Rs.

         The concept of Expected Value (EV) is central to understand-  15,25,000  +  (0.2  \times  Rs.  15,25,000)  =  Rs.
         ing and managing cyber liability insurance. EV represents  18,30,000$$
         the average financial impact of potential cyber incidents,
         weighted by their likelihood of occurrence. Insurers rely on  This ensures the insurer covers risk exposure while maintain-
         EV calculations to assess risk exposure, set premiums, and  ing profitability.
         design policies tailored to the unique needs of insured orga-
         nizations.

         Case Studies in EV Applications

         1. Ransomware Attack: Insurers calculate the EV for
             ransomware attacks using probabilities and associated
             costs:
                 80% chance of no attack, resulting in a cost of
                 Rs. 0.
                 15% chance of a minor attack, costing Rs. 5,00,000.
                 5%  chance  of  a  major  attack,  costing  Rs.
                 50,00,000.

         The EV for ransomware attacks is: $$EV = (0.8 \times Rs. 0)
         + (0.15 \times Rs. 5,00,000) + (0.05 \times Rs. 50,00,000) =
         Rs. 3,25,000$$


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