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Explore how supercomputer-scale neural network models, particularly GPT-3, can be applied to defensive cybersecurity problems in this 55-minute conference talk from BSidesLV 2022. Delve into the insights shared by Joshua D Saxe and Younghoo Lee as they discuss the potential of large language models in enhancing cybersecurity defenses. Gain valuable knowledge about the intersection of artificial intelligence and information security, and discover innovative approaches to tackling modern cyber threats using advanced machine learning techniques.