ML Defender AI-Powered Network Defense: Securing Resource-Constrained Organizations with Embedded Machine Learning Explore ML Defender (aRGus NDR), an open-source embedded machine learning NIDS designed for affordable botnet and anomalous traffic detection in resource-limited organizations.