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Exploration of Novel Visualizations for Information Security Data

Offered By: BSidesLV via YouTube

Tags

Security BSides Courses Data Visualization Courses Machine Learning Courses Recommender Systems Courses Anomaly Detection Courses

Course Description

Overview

Explore novel visualizations for information security data in this 23-minute conference talk from BSidesLV 2017. Delve into topics such as the ELQ Stack, SEC Business organization, organic visualization, zombies, machine learning, and Brothon. Learn about anomaly detection techniques, including Isolation Forest, and witness a demo of anomaly results. Discover the potential of similarity engines, D3 visualizations, and recommender systems in the context of information security. Gain insights from speakers Roni Choudhury and Brian Wylie as they present innovative approaches to visualizing and analyzing security data at the Tuscany Hotel on July 26, 2017.

Syllabus

Introduction
Expectations
ELQ Stack
SEC Businessorg
Resources
Organic Visualization
Zombies
Machine Learning
Brothon
Anomaly Detection
Isolation Forest
Demo
Anomaly Results
Similarity Engine
D3 vis
Questions
Recommender system


Taught by

BSidesLV

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