Namratha Sreekanta's Blog Posts
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.
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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
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.
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.