Advanced Real time malware analysis

VDI recognized as a critical since the organizations are relying on it for Remotely access and their daily operation. While VDI offers not only scalability, centralized management but also it reduces the cost for hardware. As it becomes a crucial part of the organization, security becomes the main concern. Currently in VDI environment organization use endpoint protection network protection etc. Advance real time malware analyzer proposed to the system [fig] with the integration of AI/ML model and Cuckoo sandbox environment within a cloud environment. The AI/ML model analyses the pattern of the malware and using cuckoo sandbox environment file will be executed for a behavioral analysis in a controlled virtual environment. Integration into a cloud environment enables seamless communication between components, facilitating parallel analysis and aggregation of results. Malicious files identified are isolated in secure environments, with access restricted to authorized personnel. All the data in transit is secured with the SSL/TSL. This mechanism in VDI delivers significant benefits including reduced human interference, enhancing security in VDI environment by real time malware analysis in isolated environment.