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Binary Analysis · Malware Families · Zero-Day

Antivirus &
Malware

Binary Risk Scoring · Family Grouping · Obfuscation

Suspicious files reviewed before execution

Risk
Binary Similarity Score
Static
File Review
Zero-Day
No Signature Required
0
Dynamic Execution Needed
Binary Analysis

Malware vs Clean Binary

CLEAN BINARY
H = 0.72
Risk Score: Low ✓
Legitimate software usually shows stable file structure across code sections.
MALWARE BINARY
H = 0.51
Risk Score: High ⚠
Packed or obfuscated malware often looks very different from clean software, even before it runs.
Detection works on static binary — no execution, no sandbox, no network call required
Static scoring on raw executable files. Packed, encrypted, or obfuscated malware can be flagged before execution.
Family Clustering

Malware Family Grouping

Ransomware
WannaCry · LockBit · Ryuk
Trojan
Emotet · TrickBot · Zeus
Rootkit
Necurs · ZeroAccess
Clean
System · User apps
Suspicious files grouped by similarity for faster analyst review.
Binary similarity view across malware families. Related variants group together, helping analysts classify new samples faster.
Detection Capabilities

Static Malware Defense

✓

Static Binary Analysis

Scores executable files without running them, reducing dependence on sandbox execution.

✓

Packing & Obfuscation Detection

Flags files that look packed, encrypted, or heavily obfuscated.

✓

Malware Family Grouping

Groups related malware variants so analysts can identify families and outliers faster.

✓

Unknown Threat Support

New suspicious files can be flagged when they differ strongly from clean software baselines.

Endpoint Security & AV Integration

Available for OEM licensing to antivirus vendors, EDR platforms, and enterprise security teams. Lightweight SDK with sub-millisecond binary scoring. No internet connection required.

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