Malware Detection PE Header Dataset: Static Analysis Metrics

Static analysis metrics of Portable Executable (PE) headers for classification. The dataset is hosted on Kaggle, but its author, organization, and creation date are unknown. The number of rows and specific features are also unspecified.

Use Cases

• Train malware classifiers based on PE header features.
• Benchmark static analysis feature extraction methods.
• Research the relationship between PE header structures and malicious behavior.

Strengths

• Focuses on Portable Executable (PE) headers, a core component for Windows malware analysis.
• Designed for classification tasks, indicating labeled data for supervised learning.

Limitations

• Row count is unknown, which may limit 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

Static analysis of Portable Executable files.