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Tuesday, July 25 • 15:30 - 16:00
Transfer Learning: Analyst-Sourcing Behavioral Classification

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Information Security (InfoSec) operations analysts are deluged with data, and that is with not even reviewing a significant portion of an organization’s logged data - and certainly not in anything close to real-time. Additionally, too many of the alerts generated by log reviews (e.g., by a SIEM) are false positives - an unnecessary distraction for analysts, and a contribution to the embarrassing number of false negatives. With log volumes growing significantly year over year, a radical change in approach is needed.

Enter AI. Not just machine learning, but AI; specifically, active learning. In this presentation, we will discuss how to augment a critical shortage of trained analyst personnel with active learning, institutionalize their knowledge of benign traffic and attacks, and how to share that knowledge between organizations.

Presenters
avatar for Ignacio Arnaldo

Ignacio Arnaldo

Chief Data Scientist, Patternex
I am working at PatternEx, a Bay Area startup developing an artificial intelligence platform for InfoSec. The platform leverages state-of-the-art machine learning and artificial intelligence algorithms for real-time attack prevention in enterprise applications.
avatar for Tim Mather

Tim Mather

Chief Security Strategist, PatternEx
Long-time information security practitioner, single parent of three (all cats - rescues).


Tuesday July 25, 2017 15:30 - 16:00
Ground Truth (Firenze) 255 E Flamingo Rd, Las Vegas, NV 89169