This assignment delves into the critical realm of network security. It examines various threats and vulnerabilities facing modern networks, encompassing topics such as data mining for threat detection, cloud computing's impact on forensics, and the importance of robust security policies. The analysis also covers emerging technologies like Software Defined Networking (SDN) and their role in enhancing security.