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Explore a cutting-edge approach to network security in this 40-minute conference talk from the RSA Conference. Dive into the world of graph-based AI and its application in mapping networked devices to preempt cyber threats. Learn how enterprise networks, with their millions of interconnected and dynamic devices, pose significant monitoring challenges, and discover how AI models, including graph neural networks, can leverage passive data to effectively map networks, identify vulnerable devices, and monitor potential threats. Gain insights into this novel open-source technique that provides actionable intelligence without the need for active scanning. Presented by Divyansh Jain, Senior Data Scientist at NVIDIA, this session offers practical examples and demonstrates the power of graph-based AI in enhancing cybersecurity measures for complex network environments.
