Dynamic Network Intrusion Detection System for Virtual Machine Environment

The biggest issue right now is cloud security, which is why many experts have invested a lot of time and energy into research and development over the past few years. Hackers could use a virtual machine's vulnerability to the cloud in the cloud to launch a massive DDoS attack. DDoS assaults often start with multiple steps of exploitation, infrequent vulnerability scanning, and compromise of vulnerable application virtual machines (VMs) to create botnets, followed by Distributed Denial of Service attacks using the compromised botnets. We provide the NICE system, a distributed vulnerability measuring, monitoring, and mitigation selection solution with multi-stage. To stop susceptible virtual machines from being used where VM security has been compromised. In a virtual networking context, NICE is a multi-stage fully distributed detection and mitigation architecture that detects and investigates suspicious cloud load without interfering with user applications or cloud services.