{"type": "article", "title": "Deploying ML-IDS: An Open-Source, CatBoost-Powered Network Classifier", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/deploying-ml-ids-an-open-source-catboost-powered-network-classifier", "original_source": "https://pub.towardsai.net/deploying-ml-ids-an-open-source-catboost-powered-network-classifier-2a0558363c50?source=rss----98111c9905da---4", "published": "2026-07-17T06:05:06+00:00", "accessed": "2026-07-17", "id": "deploying-ml-ids-an-open-source-catboost-powered-network-classifier"}