<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Machine-Learning on M Israr</title><link>https://israrkhan-cys.github.io/tags/machine-learning/</link><description>Recent content in Machine-Learning on M Israr</description><generator>Hugo -- gohugo.io</generator><language>en-us</language><copyright>© 2026 Muhammad Israr</copyright><lastBuildDate>Wed, 28 May 2025 00:00:00 +0000</lastBuildDate><atom:link href="https://israrkhan-cys.github.io/tags/machine-learning/index.xml" rel="self" type="application/rss+xml"/><item><title>Building a Network Intrusion Detection System</title><link>https://israrkhan-cys.github.io/posts/nids/</link><pubDate>Wed, 28 May 2025 00:00:00 +0000</pubDate><guid>https://israrkhan-cys.github.io/posts/nids/</guid><description>ML-based NIDS using scikit-learn classifiers, K-Means with PCA, and Genetic Algorithm feature selection.</description><media:content xmlns:media="http://search.yahoo.com/mrss/" url="https://israrkhan-cys.github.io/posts/nids/cover.png"/></item></channel></rss>