Case Study 2: CyberSafe Network Intrusion Analysis Original…

Cаse Study 2: CyberSаfe Netwоrk Intrusiоn Anаlysis Original Assignment: Week 2 (Defects & Time Between Defects)New Scenariо:You are the Lead Security Analyst for "CyberSafe," a managed security service provider. Instead of manufacturing defects, you are monitoring Network Intrusions (hacking attempts) on a client's firewall.You have a dataset covering the last 200 hours of operation. The data tracks:1.   Intrusions_Per_Hour: Modeled using the Poisson Distribution.2.   Hours_Between_Intrusions: Modeled using the Exponential Distribution.Your analysis shows that the average number of intrusions per hour (λ) is 3, and the mean time between intrusions (μ) is 0.33 hours (20 minutes). Management needs to know the probability of being overwhelmed by attacks in a single hour, and the probability of having a quiet period to perform maintenance.