A web-based intrusion detection and prevention system using neural networks Department: Computer Science By: Donchika Project ID: 2329 Rating: (5.0) votes: 1Rate this project12345 Price:₦2000 Get the Complete MaterialAbstractIn recent times, it has become a necessity to obtain a security measure for computer networks due to the high influx of perpetrators using the internet for malicious purposes. These perpetrators have caused the system and its users to lose confidential information for their own benefit. This work aims at providing a phenomenal solution to the problem of data intrusion. The research project is specified in the protection of web data intrusion i.e. the data that is stored on different websites or web applications. The intrusion detection and prevention system makes use of an Artificial Neural Network (ANN) which adopts the pattern matching algorithm that compares the current state of the system with the normal state. The Agile System Development Life Cycle (SDLC) was used in the development of the system. For the pattern matching, rules like back door penetration, brute force attack on password/username, SQL injection and XSS injection were embedded in the system. The developed system was tested on two different web applications and it successfully detected and prevented intrusions based on the rules that were defined by the Neural Network Intrusion Detection and Prevention System (NNIDPS). Keywords: Intrusion Detection, Pattern matching, Artificial Neural Network....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 Cyber Cafe Security»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Simulation of a Secured Wireless Network