MH-100K: 101,975 Android Applications for Malware Detection Research (2010-2022)

101,975 Android application packages (APKs) collected between 2010 and 2022. The dataset provides high-dimensional tabular data from static analysis, including permissions and API calls, for studying malware evolution. It was created by author 'hendriow' and hosted on Hugging Face.

Use Cases

• Training malware detection classifiers based on static analysis features like permissions.
• Analyzing the evolution of malware characteristics over time based on the 2010-2022 collection period.
• Developing feature engineering methods for high-dimensional security data.
• Benchmarking new static analysis models against a large-scale sample set.

Strengths

• Large scale with 101,975 application samples.
• Temporal coverage spans over a decade, from 2010 to 2022.
• Data is derived from static analysis, providing structured, high-dimensional features.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is known, but specific file formats, sample data, and license details are unavailable.

Provenance

Source

hendriow

Collection Method

Static analysis of collected Android APKs.

Time Range

2010 to 2022

Freshness

Last updated 2025-11-27 21:43:06; freshness should be verified.

Geography

Regionus (likely United States), but specific geographic coverage is unclear.