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A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

Home Page: https://medium.com/geekculture/network-intrusion-detection-using-deep-learning-bcc91e9b999d?source=friends_link&sk=2b84dd61f3e76d63af0a14daf6f89f43

License: GNU General Public License v3.0

Jupyter Notebook 100.00%

machine-learning deep-learning nsl-kdd autoencoder svm-classifier mlp-classifier data-science pandas keras statistical-analysis

network-intrusion-detection-using-machine-learning's Introduction

Hi there, I'm Abhinav

A Data Scientist | Policy Researcher | ML Engineer | Writer | Student | Developer

I recently completed my tenure as a full-time Research & Development Associate at the Indian Space Association (ISpA). I have a Bachelor of Science in Physical Sciences with specialization in Computer Science from Hansraj College, University of Delhi. Additionally, I am pursuing a second Bachelor in Data Science from the Indian Institute of Technology Madras (IITM) remotely part-time.

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network-intrusion-detection-using-machine-learning's Issues

What version of python should I use coz I'm getting errors in jupyter notebook

What version of python should i use

Has ValueError "Must pass 2-d input" while Long Short Term Memory Classifier(Binary Classification)

When I ran Long Short Term Memory Classifier(Binary Classification), it showed Value Error. How can I solve this problem? Thanks Thanks so much!
--> 324 raise ValueError(f"Must pass 2-d input. shape={values.shape}")

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