The Beautiful Mind of a Timeline - Data Exploration and Analysis in Digital Forensics

Explore the world of data analysis and forensic timeline investigation in this 32-minute conference talk from OSDFCon 2019. Discover how Timesketch can be utilized as a powerful data exploration platform and learn innovative data science techniques for surfacing anomalies and reducing noise in large datasets. Gain insights into the mindset of a data scientist and witness practical demonstrations of statistical analyzers in Timesketch. Follow along as speakers Kristinn Gudjonsson and Johan Berggren, both experienced security engineers from Google, share their expertise in incident response, digital forensics, and timeline analysis. Delve into topics such as interactive notebooks, text processing, and assisted analysis, while exploring real-world use cases for researchers, data analysts, and forensic investigators. Conclude with a summary of key takeaways and participate in a Q&A session to further enhance your understanding of timeline analysis and data exploration techniques.

Intro
Current State
Too Much Information
Hope
Data Science
Data Scientists
Data Science Tools
Interactive Notebooks
Live Demo
What You Know
Magical Unicorns
The Data
Text Processing
Time Sketch
Timeline Interface
Assisted Analysis
Time Sketch analyzers
Use cases
Researchers
Data
Analyzers
Analyst
Summary
Questions