ExtraHop

ExtraHop delivers Network Detection and Response solutions designed to help organizations detect, investigate, and respond to cyber threats in real time. The company reveals activities within enterprise infrastructure to protect networks, data, systems, and processes, ensuring the integrity of connected operations. Organizations utilize ExtraHop to gain visibility into cyber threats, vulnerabilities, and network performance issues that bypass traditional security and IT tools, enabling teams to investigate issues and mitigate risks.

The company incorporates machine learning and artificial intelligence capabilities into its RevealX platform to power its cybersecurity products. Data scientists and researchers analyze large-scale network telemetry, conduct exploratory data analysis, and perform feature engineering to identify behavioral patterns, anomalies, and signals associated with malicious activity. ExtraHop develops and refines statistical and machine learning methods tailored for cybersecurity data, including handling imbalanced datasets, incomplete labels, rare events, and evolving attacker behaviors.