Namratha Sreekanta's Blog Posts

Namratha Sreekanta

Namratha Sreekanta is a Senior Software Engineer in the Splunk Machine Learning for Security team (SMLS). At Splunk, she was a part of NLP and Enterprise Security teams. Prior to joining Splunk, she worked for EMC and Citrix as a Data Scientist. She has a Master’s degree in Machine Learning from University of California, Santa Cruz. She is passionate about innovation and enjoys participating in hackathons.

Security 8 Min Read

Machine Learning in Security: Detect DNS Data Exfiltration Using Deep Learning

This blog discusses in detail about detecting DNS data exfiltration attacks using deep learning

Security 8 Min Read

Machine Learning in Security: Detect Suspicious TXT Records Using Deep Learning

The Splunk Machine Learning for Security (SMLS) team introduces a new detection to detect DNS Tunneling using DNS TXT payloads.

Security 8 Min Read

Machine Learning in Security: Deep Learning Based DGA Detection with a Pre-trained Model

The Splunk Machine Learning for Security team introduces a new detection to detect Domain Generation Algorithms generated domains.