InfoSec Deep Learning in Action | Satnam Singh | NULLCON Goa 2020

This talk addresses the escalating threat of ransomware attacks and explores how deep learning can be utilized in the field of information security (InfoSec). The speaker discusses the practical applications of deep learning, including use cases, data pipelines, algorithms, and the challenges faced during real-world implementation. With a focus on demystifying the hype around this technology, the session aims to provide both breadth and depth of knowledge on the integration of machine learning and deep learning into cybersecurity strategies. Dr. Satnam Singh, a leading expert in security data science with over a decade of experience, shares insights drawn from his extensive background in developing data products and holds numerous patents and publications in the field.