Analysis of Network Traffic Based on Novel Host Security Defense System with Intelligent Network Traffic Monitoring

Modern technology makes choosing a security system for today's fast-paced lifestyle harder. Given the prevalence of host-based systems, researchers are developing network-based security solutions. IT administrators can remedy the largest vulnerabilities using host-based security measures. Administration emergencies don't require immediate attention. A single infected system could threaten application domain architecture without host-based protection. This paper describes HSDS-iNFM, a host security defence system with intelligent network traffic monitoring. This system uses a deep neural network to monitor traffic for low latency and host security. The results reveal that HSDS-iNFM outperforms host security defences. The proposed system surpasses alternatives in environment (60.7 %), security (80.5 %), control (420 %), malware (98.3 %), testing (96.3 %), and network traffic. Communication and information technology improvements make security system selection difficult in today's fast-paced culture.