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HoangNV2001 / Real-time-IDS

Real-time Intrusion Detection System implementing Machine Learning. We combine Supervised Learning (RF) for detecting known attacks from CICIDS 2018 & SCVIC-APT datasets, and Unsupervised Learning (AE) for anomaly detection.
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Drive Link Issues when running the jupyter notebook files to access the datasets. #2

Closed kipkoech20 closed 9 months ago

kipkoech20 commented 9 months ago

Hello, can someone kindly help me over here. When running the Notebook files, the very first code i.e: !pip install --upgrade --no-cache-dir gdown !gdown 1SlkctUQm439s7HcT-7im5GbTD-EofJ1V, I am facing an error where the drive link might be expired or needs permission for accessing: Failed to retrieve file url:

Cannot retrieve the public link of the file. You may need to change
the permission to 'Anyone with the link', or have had many accesses.
Check FAQ in https://github.com/wkentaro/gdown?tab=readme-ov-file#faq.

You may still be able to access the file from the browser:

https://drive.google.com/uc?id=1SlkctUQm439s7HcT-7im5GbTD-EofJ1V

but Gdown can't. Please check connections and permissions. I need to access the data sets. How can i get them kindy? I'll appreciate given a response. Thankyou in advance.

MaggieGeorges commented 9 months ago

Hello, can someone kindly help me over here. When running the Notebook files, the very first code i.e: !pip install --upgrade --no-cache-dir gdown !gdown 1SlkctUQm439s7HcT-7im5GbTD-EofJ1V, I am facing an error where the drive link might be expired or needs permission for accessing: Failed to retrieve file url:

Cannot retrieve the public link of the file. You may need to change the permission to 'Anyone with the link', or have had many accesses. Check FAQ in https://github.com/wkentaro/gdown?tab=readme-ov-file#faq. You may still be able to access the file from the browser:

https://drive.google.com/uc?id=1SlkctUQm439s7HcT-7im5GbTD-EofJ1V but Gdown can't. Please check connections and permissions.

I need to access the data sets. How can i get them kindy? I'll appreciate given a response. Thankyou in advance.

HoangNV2001 commented 9 months ago

Hi.

Unfortunately, the processed data files were long deleted and are no longer recoverable.

These are the links to the original datasets:

  1. CICIDS 2017: https://www.unb.ca/cic/datasets/ids-2017.html
  2. CICIDS 2018: https://www.unb.ca/cic/datasets/ids-2018.html
  3. SCVIC-APT: https://ieee-dataport.org/documents/scvic-apt-2021

On the other hand, we did not intend to upload the notebooks. The purpose was only to upload the application, along with the trained model. The notebooks were only for private submission to our teacher.

Sorry for the inconvenience. I hope you still find the project useful.

MaggieGeorges commented 9 months ago

This will be much helpful. Thanks alot.

MaggieGeorges commented 8 months ago

Hello, am sorry for distrbing, i want to get a better understanding about the project. Is it detecting intrusions all over the world? Or maybe could you have a documentation that i could go through, kindly.

Thankyou in advance for your time and consideration.

HoangNV2001 commented 8 months ago

This program captures the network flow of the device that it is running on in real-time and analyze them. The analyzing includes classification of known attacks from CICIDS dataset using a pretrained supervised Random Forest model, and anomaly detection using an Auto Encoder model.

MaggieGeorges commented 8 months ago

Thankyou