Dr. Satnam Singh
Chief Data Scientist
Acalvio Technologies
location_on India
Member since 4 years
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Dr. Satnam Singh
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Dr. Satnam Singh is leading security data science development at Acalvio Technologies. He has more than a decade of work experience in successfully building data products from concept to production. To his credit, he has over 25 patents and 35 technical publications. Apart from holding a Ph.D. degree in ECE from the University of Connecticut, Satnam also holds a Masters in ECE from the University of Wyoming.
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AI for CyberSecurity
45 Mins
Talk
Advanced
In the last few years, when the cybercrooks have speeded their execution plan on making quick money by ransomware attacks. All enterprises, including banks, government offices, police stations, big and small businesses, have witnessed WannaCry, Petya, NotPetya ransomware attacks. The question for us is what we can do to defend from cyber threats? The cybersecurity industry is pitching heavily to leverage AI to combat cyber threats. Almost every cybersecurity vendor is claiming to have AI in its product. This makes it difficult for end-user enterprises to choose the product, and they need to evaluate the AI capabilities of multiple vendors. In this talk, I will cut the hype and discuss the reality of what AI can do for cybersecurity? I will share use cases, data pipeline, architecture, algorithms that are proven for information security along with the challenges in deploying them in the wild. The audience will be able to learn how to combine AI with domain knowledge to make an enterprise AI solution.
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