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Visual Anomaly Detection: Turning HTTP Requests into Bitmaps for Machine Learning

Full implementation details:

https://github.com/russellballestrini/logs-to-bitmap

We use reproducible computer science in this repo.

Overview

What if we could detect malicious HTTP requests by literally looking at them? In this experiment, we transform HTTP request logs into bitmap images and use computer vision techniques to identify anomalies. The …

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© Russell Ballestrini.