Engineering Features for Malware Classification

Static analysis features, imported API calls, section entropy, PE header anomalies and string artefacts, and a runnable Shannon entropy function, the single most informative static feature a malware classifier can have.

~5 min total·4 quadrants of structured content

By the end of this topic, you will

Name four categories of static malware features and what each one reveals
Explain why section entropy above roughly 7.0 bits per byte is a classic packing indicator
Implement a Shannon entropy function over a file's raw byte distribution

Quadrant 1 · e-Tutorial

Video lectures and walkthroughs

Video content coming soon.

Quadrant 2 · e-Content

Articles and case studies

Engineering Features for Malware Classification

A malware classifier almost never looks at raw bytes directly. Static analysis extracts structural features without ever running the file, which is both safer and faster than dynamic analysis.

Quadrant 3 · Web Resources