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Some Malicious PE Stats, (Thu, Aug 27th)

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Low
Published: 08/28/2026 (08/28/2026, 07:04:13 UTC)
Source: SANS ISC Handlers Diary

Description

This report presents statistical analysis of compilers and linkers used to generate malicious Portable Executable (PE) files, based on a large dataset of malware samples collected from Malware Bazaar between 2020 and 2026. The analysis leverages metadata extracted from PE headers, including the Microsoft Rich Header, .NET CLR metadata, and heuristic string scans for non-Microsoft compilers. The data reveals that 32-bit PE files remain prevalent in malware, with a significant portion of samples lacking identifiable compiler signatures. Microsoft toolchains and Borland compilers are among the most common identified, while newer languages like Go and Rust are less frequently used. The study highlights the utility of PE metadata for malware clustering and attribution but cautions that metadata can be tampered with.

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Machine-generated threat intelligence

AILast updated: 09/10/2026, 03:23:59 UTC

Technical Analysis

The analysis uses a Python script based on the pefile library to extract metadata from PE headers of nearly 700,000 valid PE files out of over 23 million scanned samples from Malware Bazaar archives spanning 2020 to 2026. It identifies compiler and linker versions via the undocumented Microsoft Rich Header, .NET CLR metadata, and heuristic string searches for other compilers. Results show 32-bit PE files dominate, with 39.4% of samples lacking identifiable compiler signatures, 31.3% linked to Microsoft toolchains, and smaller percentages attributed to Borland, GCC/MinGW, Go, Rust, and others. The Rich Header enables fingerprinting of specific MSVC builds useful for clustering malware samples. The report emphasizes that PE metadata can be manipulated, so findings should be interpreted cautiously.

Potential Impact

This analysis does not describe a vulnerability or active exploit but provides insight into malware development tool usage trends. It aids defenders and researchers in understanding malware compilation environments, which can support attribution, clustering, and detection strategies. There is no direct security impact or exploitation described.

Defensive Guidance

No remediation or patching is applicable as this is an analytical report on malware metadata trends rather than a vulnerability or exploit. No action is required.

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Technical Details

Classification
{"confidence":0.3,"severitySource":"default","classifier":"rss-v2"}
Article Source
{"url":"https://isc.sans.edu/diary/rss/33292","fetched":true,"fetchedAt":"2026-08-28T07:07:13.833Z","wordCount":878}

Threat ID: 6a9133a1acd9273b498c5142

Added to database: 08/28/2026, 07:07:13 UTC

Last enriched: 09/10/2026, 03:23:59 UTC

Last updated: 10/03/2026, 19:40:49 UTC

Views: 96

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