WitFoo Launches 114 Million-Record Cybersecurity Dataset for Research

• •WitFoo's dataset includes 114 million security event records from real production environments.
• •99.34% of the records are benign, with only 0.11% confirmed as malicious.
• •The dataset supports various research applications, including machine learning and threat detection.

WitFoo has released the Precinct 6 Cybersecurity Dataset, an open-source collection of 114 million structured, labelled security event records derived from real-world production environments. This dataset, developed in collaboration with the University of Canterbury, includes data from five US-based enterprise customers and spans security operations monitored between July and August 2024. It features telemetry from 158 security products across over 70 vendors, with 99.34% of records classified as benign and 0.11% confirmed as malicious. The dataset is intended to support research in cybersecurity, AI, and data science, offering insights into real adversary behavior rather than synthetic data. The release is accompanied by a comprehensive sanitization process to protect sensitive information. Users can access the dataset under an Apache 2.0 license, making it available for academic, commercial, and government use. WitFoo aims to enhance the understanding of cybersecurity threats through this extensive resource.