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Ignacio Arnaldo

Director of Data Science at Corelight

Ignacio Arnaldo is the Director of Data Science at Corelight, a position he has held since February 2024.12 He is an experienced data scientist and researcher with a focus on applying machine learning to solve cybersecurity challenges.23

Career Highlights

  • Current Role: Director of Data Science at Corelight (February 2024 - present)2
  • Previous Positions at Corelight:
    • Principal Data Scientist (November 2020 - February 2024)2
    • Chief Technology Officer (January 2020 - November 2020)2
    • Chief Data Scientist (April 2016 - November 2020)2

Ignacio joined Corelight through the acquisition of PatternEx, an early-stage AI startup focused on threat detection, where he held leadership roles.23

Academic Background

  • Ph.D. in Computer Science: Universidad Complutense de Madrid (2010-2013)1
  • Postdoctoral Associate: Massachusetts Institute of Technology (MIT) (July 2013 - July 2015)2

Research Interests

Ignacio's research interests include:

  • Building systems that can put machine learning to use in cybersecurity
  • Human-in-the-loop analytics
  • Threat detection
  • Pentesting3

Notable Achievements

At PatternEx, Ignacio led the development of AI2, an explainable active learning framework for cybersecurity, which was later productized as the PatternEx Virtual Analyst Platform.2

Current Work

At Corelight, Ignacio works with the creators and maintainers of Zeek, an open-source network security monitoring tool. His focus is on leveraging machine learning to address network security challenges.23

Ignacio Arnaldo's expertise in data science, machine learning, and cybersecurity makes him a valuable asset in the field of network security and threat detection.

Highlights

Oct 23 · youtube.com
Monitoring ML Pipelines at Corelight - ML:Integrity Lightning Talk
Monitoring ML Pipelines at Corelight - ML:Integrity Lightning Talk

Related Questions

What are some of the key projects Ignacio Arnaldo has led at Corelight?
How did Ignacio Arnaldo's work at PatternEx influence his role at Corelight?
What specific machine learning techniques does Ignacio Arnaldo use in cybersecurity?
Can you provide examples of Ignacio Arnaldo's contributions to threat detection models?
What challenges does Ignacio Arnaldo face in applying machine learning to network security?
Ignacio Arnaldo
Ignacio Arnaldo, photo 1
Ignacio Arnaldo, photo 2
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Location

London, England, United Kingdom