(Microsoft) Microsoft is challenging the data science community to develop techniques for predicting the next significant cybersecurity incident. GUIDE, the largest publicly available collection of real-world cybersecurity incidents, enables researchers and practitioners to experiment with authentic cybersecurity data to advance the state of cybersecurity. This groundbreaking dataset contains over 13 million pieces of evidence across 33 entity types, covering 1.6 million alerts and 1 million annotated incidents with triage labels from customers over a two-week period. Of these incidents, 26,000 contain additional remediation action labels from customers. The dataset includes telemetry from over 6,100 organizations, featuring 9,100 unique custom and built-in DetectorIds across numerous security products, encompassing 441 MITRE ATT&CK techniques. GUIDE offers a first of its kind opportunity to develop and benchmark next-generation machine learning models on comprehensive guided response telemetry, supporting efforts to tackle one of cybersecurity’s most challenging problems.
Link to Dataset
Microsoft Security Incident Prediction
Date last updated: 2024