ML.NET Hackathon Idea - Detect Network Attackers

[mikekberg]

Hackathon Idea

Using ML to detect network attackers or malicious network activity

Your name

Mike Berg

Team name

Packet Watchers

Brief Description

The goal of this project is to use anomaly detection with ML.NET to detect malicious network activity. We will simulate a network with some random non malicious agents emitting network traffic (Web request, ftp, etc) and then add a malicious agent that will conduct abnormal network traffic (port scanning, vulnerability execution, etc). We will train a model to identify the activity of the malicious agent from the activity of the non malicious agents.

Other

Are you looking for team members?

• [X] Yes
• [ ] No

Would you like to have a mentor assigned to your team?

• [X] Yes
• [ ] No

[saint4eva]

I would like to be part of this project idea

[mikekberg]

Hey @saint4eva would love to have you onboard!

[saint4eva]

@mikekberg Okay. That is nice.