Windows Malware Portable Executable Samples with Four Feature Sets

Windows Portable Executable Samples are provided for malware analysis. The dataset includes four distinct feature sets, though the specific features and data volume are not detailed. It originates from Kaggle, but the author, organization, and last update date are unknown.

Use Cases

• Train malware detection classifiers based on the four provided feature sets.
• Analyze feature patterns in Windows Portable Executable files for threat intelligence.
• Benchmark feature engineering methods for static malware analysis.

Strengths

• Focuses on a specific and high-impact domain: Windows malware.
• Includes four distinct feature sets, suggesting a multi-perspective view of the samples.

Limitations

• Row count, file size, and column definitions are unknown, limiting suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Kaggle

Collection Method

Collection method is not specified in the provided description.

Time Range

null

Freshness

unknown

Geography

null