Anomaly detection plays a crucial role in various domains, including but not limited to cybersecurity, space science, finance, and healthcare. However, the lack of standardized benchmark datasets hinders the comparative evaluation of anomaly detection algorithms. In this work, we address this gap by presenting a curated collection of preprocessed datasets for spacecraft anomalies sourced from multiple sources. These datasets cover a diverse range of anomalies and real-world scenarios for the spacecrafts.

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

Documentation: 
[1] Ankit Srivastava, Neeraj Badal, B S Manoj, "Unified Spacecraft Anomaly Detection Benchmark Dataset", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/dhkg-q558. Accessed: Feb. 05, 2025.
@data{dhkg-q558-24,
doi = {10.21227/dhkg-q558},
url = {http://dx.doi.org/10.21227/dhkg-q558},
author = {Ankit Srivastava; Neeraj Badal; B S Manoj },
publisher = {IEEE Dataport},
title = {Unified Spacecraft Anomaly Detection Benchmark Dataset},
year = {2024} }
TY - DATA
T1 - Unified Spacecraft Anomaly Detection Benchmark Dataset
AU - Ankit Srivastava; Neeraj Badal; B S Manoj
PY - 2024
PB - IEEE Dataport
UR - 10.21227/dhkg-q558
ER -
Ankit Srivastava, Neeraj Badal, B S Manoj. (2024). Unified Spacecraft Anomaly Detection Benchmark Dataset. IEEE Dataport. http://dx.doi.org/10.21227/dhkg-q558
Ankit Srivastava, Neeraj Badal, B S Manoj, 2024. Unified Spacecraft Anomaly Detection Benchmark Dataset. Available at: http://dx.doi.org/10.21227/dhkg-q558.
Ankit Srivastava, Neeraj Badal, B S Manoj. (2024). "Unified Spacecraft Anomaly Detection Benchmark Dataset." Web.
1. Ankit Srivastava, Neeraj Badal, B S Manoj. Unified Spacecraft Anomaly Detection Benchmark Dataset [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/dhkg-q558
Ankit Srivastava, Neeraj Badal, B S Manoj. "Unified Spacecraft Anomaly Detection Benchmark Dataset." doi: 10.21227/dhkg-q558