AI/ML in Deepfield Defender: Harnessing Machine Learning for an Adaptive, Extensible and Automated DDoS Protection


In this application note, we describe how we apply AI and ML technology in Deepfield Defender, a cornerstone of our next-generation DDoS security solution, the Nokia Deepfield DDoS solution. The Nokia Deepfield DDoS security solution leverages the latest advances in machine learning, internet-scale mapping, and programmable router silicon (e.g., Nokia SR/SXR routers, Nokia Deepfield Defender Mitigation System, 7750 DMS-1) to deliver unparalleled DDoS detection, mitigation, and reporting capabilities.