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7 months ago in Machine Learning , Threat Intelligence By Kirti

Where to Get Good Data for Training an AI Intrusion Detection System

I'm building a machine learning model to detect network intrusions. Where can I find reliable, labeled datasets to train and test my algorithm? I need something recent that reflects modern attack patterns.

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By Shubham Answered 3 months ago

The quality of your dataset makes or breaks an ML project. For intrusion detection, look at CICIDS2017 (current, diverse attacks) and UNSW-NB15. The classic KDD Cup 1999 and its improved version NSL-KDD are still used for benchmarking. For IoT-focused detection, check out TON_IoT. You can download most of these from places like Kaggle, the University of New Brunswick's website, or data.gov. Just remember to clean and understand the data before you start training.

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