HELIX: 38-Feature PE Malware Detection Dataset

38 static and behavioral analysis features characterize Portable Executable (PE) files for malware classification. The dataset originates from Kaggle, but its author, size, and update history are unspecified. Its features likely include metadata and behavioral patterns extracted from PE files.

Use Cases

• Train malware classifiers based on static PE file features.
• Compare the effectiveness of static versus behavioral analysis features for detection.
• Build feature importance models to identify key indicators of malicious PE files.

Strengths

• Focuses on a specific, actionable domain: Portable Executable (PE) malware analysis.
• Includes a defined set of 38 features combining static and behavioral analysis methods.

Limitations

• Row count and dataset scale are unknown, limiting suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection.

Provenance

Source

Kaggle

Collection Method

Static and behavioral analysis of Portable Executable (PE) files.