Cybersecurity Research

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Comprehensive, Multi-Source Cyber-Security Events

Post, November 13, 2025 • (Los Alamos National Laboratory) This data set represents 58 consecutive days of de-identified event data collected from five sources within Los Alamos National Laboratory’s corporate, internal computer network. The data sources include Windows-based authentication events from both individual computers and centralized Active Directory domain controller servers; process start and stop...

Microsoft Security Incident Prediction

Post, November 13, 2025 • (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...

Shell Commands Used by Participants of Hands-on Cybersecurity Training

Post, November 13, 2025 • (University of California, Irvine) We present a dataset of 21459 shell commands from 275 participants who attended cybersecurity training and solved assignments in the Linux terminal. Each acquired data record contains a command with its arguments and metadata, such as a timestamp, working directory, and host identification in the emulated...

Unified Host and Network Data Set

Post, September 25, 2025 • (Los Alamos National Laboratory) The Unified Host and Network Dataset is a subset of network and computer (host) events collected from the Los Alamos National Laboratory enterprise network over the course of approximately 90 days. The host event logs originated from most enterprise computers running the Microsoft Windows operating system...

User-Computer Authentication Associations in Time

Post, November 13, 2025 • (Los Alamos National Laboratory) This anonymized data set encompasses 9 continuous months and represents 708,304,516 successful authentication events from users to computers collected from the Los Alamos National Laboratory (LANL) enterprise network. Link to Dataset User-Computer Authentication Associations in TimeDate last updated: 2014

Validating the Integrity of Computing Devices

Post, November 13, 2025 • (National Institute of Standards and Technology) A repository of code and scripts that were developed by the NCCoE Supply Chain Assurance project team to support the defined security characteristics. Link to Dataset Validating the Integrity of Computing DevicesDate last updated: July 29, 2022