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Agenda

Creating Human-Readable Activity Summary from Millions of Logs Using LLMs

Creating Human-Readable Activity Summary from Millions of Logs Using LLMs

Combined Session
Wednesday, June 05, 2024 11:40—12:00
Location: A 03-04
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Log data of all kinds store a wealth of information about benign and malicious identity and system behavior that are difficult for humans to understand. With examples drawn from AWS CloudTrail data, we will show practitioners how to leverage Large Language Models to mine log data and provide easily understandable, human-readable summaries of normal user session behavior as well as explain malicious activities.
Dr. Kevin Roundy
Security and AI Researcher
Andromeda Security
Kevin Alejandro Roundy received a Ph.D. from Wisconsin in 2012, upon which he joined Symantec/Norton Research. In 2023 he left to join Andromeda Security. His career has focused on applying Machine...
Dr. Lavanya Sita Tekumalla
ML Researcher
Andromeda Security
Lavanya Sita Tekumalla received a masters from the University of Utah in 2005 and Ph.D. in Machine Learning from the Indian Institute of Science in 2016. In her career spanning over 15 years, she...
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