naming the dataset

[Fahad-alkamli]

Hello , thank you for sharing the datasets but I don't seem to understand the naming schema for the files? are they all considered as bad traffic ? because I am trying to use them to train my model and i am not sure if these files include normal traffic.
Thank again for sharing it.

[furkanpnr]

Hey @Fahad-alkamli I'm also working on developing a machine learning model to detect anomalies in web traffic using this dataset, just like you. To be honest, I could really use some help. Would you be able to assist me?

[Fahad-alkamli]

Hey @Fahad-alkamli I'm also working on developing a machine learning model to detect anomalies in web traffic using this dataset, just like you. To be honest, I could really use some help. Would you be able to assist me?
@furkanpnr Hey, sure I have found two datasets but only one is good it's called "Apache Web Server - Access Log Pre-processing for Web Intrusion Detection Dataset" and the other is a little bit old 2010 which is " CSIC 2010 Web Application Attacks" if you coudn't find links to these datasets please let me know i will share my onedrive link directly.

[furkanpnr]

@Fahad-alkamli
Bro, thanks a lot. Sharing the dataset link would really help me. I'm kinda new to machine learning and working on projects like this, so it's been a bit challenging. I started this project because I'm curious about AI and also want to use it for my graduation project.

I tried training a model using the HTTP logs from this repo with a RandomForest model. It shows around 90-96% accuracy, but when I test it with different logs, the predictions aren’t that good. If you have any tips, that would be awesome. Or if you know any repo with similar projects, I'd love to check them out.

You can also reach me by email if you want