Project centers in Chennai

IEEE Final Year Project Topics for CSE

Base Paper Title

A Deep Learning Method with Filter Based Feature Engineering for Wireless Intrusion Detection system

Our Title

IEEE Project Abstract

In recent years, the increased use of wireless networks for the transmission of large volumes of information has generated a myriad of security threats and privacy concerns; consequently, there has been the development of a number of preventive and protective measures including intrusion detection systems(IDS). Intrusion detection mechanisms play a pivotal role in securing computer and network systems;however, for various IDS, the performance remains a major issue. Moreover, the accuracy of existing methodologies for IDS using Machine Learning (ML) is heavily affected when the feature space grows.In this paper, we propose an IDS based on Deep Learning (DL) using Feed Forward Deep Neural Networks(FFDNN) coupled with a filter based feature selection algorithm. The FFDNN-IDS is evaluated using the well-known NSL- knowledge discovery and data mining (NSL-KDD) dataset and it is compared to the following existing machine learning methods: Support Vectors Machines (SVM), Decision Tree (DT), KNearest Neighbor (KNN) and Naïve Bayes (NB). The experimental results prove that the FFDNN-IDS achieves an increase in accuracy in comparison to other methods.

Existing System

Drawback of Existing System

Proposed System

Advantage of Proposed System

Enhancement from Base Paper


Technology Used : Hardware & Software

Existing Algorithm

Proposed Algorithm

Advantages of Proposed Algorithm

Project Modules

Literature Survey


Future Work

To View the Base Paper Abstract Contents

Refer Your Friend
Refer Another Friend
Thanks for Referring Your Friend / Relation

Now it is Your Time to Shine.

Great careers Start Here.

We Guide you to Every Step

Success! You're Awesome

Thank you for filling out your information!

We’ve sent you an email with your Final Year Project PPT file download link at the email address you provided. Please enjoy, and let us know if there’s anything else we can help you with.

To know more details Call 900 31 31 555

The WISEN Team