manishh12 commented 4 weeks ago

Pull Request for DL-Simplified 💡

Issue Title : Intrusion Detection

Info about the related issue (Aim of the project) : The primary objective of this project is to develop an Intrusion Detection System (IDS) capable of distinguishing between normal network traffic and various types of attacks using Neural Network models.
Name: Manish Kumar Gupta
GitHub ID: manishh12
Email ID: manishdid360@gmail.com
Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) GSSOC'24 Contributor

Closes: #703

Implemented three models: ANN, DNN, and CNN, and conducted a comparison between them.

What sort of change have you made:

[ ] Bug fix (non-breaking change which fixes an issue)
[x] New feature (non-breaking change which adds functionality)
[ ] Code style update (formatting, local variables)
[ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
[ ] This change requires a documentation update

[x] My code follows the guidelines of this project.
[x] I have performed a self-review of my own code.
[x] I have commented my code, particularly wherever it was hard to understand.
[x] I have made corresponding changes to the documentation.
[x] My changes generate no new warnings.
[x] I have added things that prove my fix is effective or that my feature works.
[ ] Any dependent changes have been merged and published in downstream modules.

github-actions[bot] commented 4 weeks ago

Our team will soon review your PR. Thanks @manishh12 :)

abhisheks008 commented 4 weeks ago

Need to fix the arrangements in the README file

manishh12 commented 4 weeks ago

@abhisheks008 Done kindly review it.