Development of visualization system analysis and network traffic pattern to detect anomalies and potential security threats Department:Computer Science By: olagok01 Project ID: 8082 Rating: (5.0) votes: 2 Price:₦3000 Get the Complete MaterialAbstractThe increasing complexity and volume of network traffic have made it essential to develop advanced systems for monitoring and securing networks. This project presents the development of a visualization system for the analysis of network traffic patterns aimed at detecting anomalies and identifying potential security threats. The system leverages data visualization techniques to represent network activities in a comprehensible format, allowing for real-time monitoring and detection of irregularities that may indicate malicious activity, such as Distributed Denial of Service (DDoS) attacks, unauthorized access, or data breaches. By analyzing traffic flow, protocol usage, packet metadata, and communication patterns, the system provides insight into both normal and abnormal network behaviors. Machine learning algorithms are incorporated to enhance anomaly detection by identifying deviations from established traffic baselines. The visualization system is designed to be user-friendly, offering security analysts the ability to quickly interpret large sets of data and respond to threats more efficiently. The project’s contribution lies in the integration of advanced traffic analysis and intuitive visualization techniques, facilitating proactive network security management in dynamic and complex environments....Preview Download Preview +Other Computer Science project topics and materials you might be interested in»Design and Implementation of digital library system»Design and Implementation of a Virtual E-Learning System ( Case study of Lagos State University)»Design and Implementation of online cash receipt generating system for a supermarket»Design and Implementation of computerized hospital database management system»Design and Implementation of Student Project Management and Allocation System»Design and Implementation of a Software Result Processing and Transcript Generation System»Design and Implementation of a Hotel Database Management System and Service ( A Case Study of Winter Suites and Hotels, Owerri)»Design and Implementation of Online Birth and Death Registration System»Design and Implementation of Online Clearance System»Design and Implementation of Loan Management System with SMS Notification»Design and Implementation of Computerized Staff Record Department»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Implementation of Cyber Cafe Security»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Simulation of a Secured Wireless Network