- CXO Track
- For You
- Horror Stories from Hacker World
- Resume Clinic
- Goa 2020
- Satnam Singh
InfoSec Deep Learning in Action
In the last few years, when the cybercrooks have speeded their execution plan on making quick money by ransomware attacks. The question for the defenders is what we can do to defend against them? The cybersecurity industry is pitching heavily to leverage deep learning to combat these threats. In this talk, I will cut short the hype and discuss the reality of what deep learning can do for information security (InfoSec)? I will share use cases, data pipeline, algorithms, and code along with challenges faced while deploying them in the wild. This session is aimed to share both breadth and depth about applying machine learning/deep learning for InfoSec.
Dr. Satnam Singh is leading security data science development at Acalvio Technologies. Before Acalvio, he has worked at several MNCs - CA Technologies, Samsung, and General Motors. He has 10+ years of work experience in successfully building data products from concept to production. In 2015, he was named as one of the top 10 data scientists in India. To his credit, he has over 25+ patents and 35+ technical publications. Satam holds a Ph.D. degree in ECE from the University of Connecticut and an M.S. degree in ECE from the University of Wyoming. Satnam is a senior IEEE member and a regular speaker in various AI, Data Science, and Cybersecurity Conferences.