beautiful-brains

v0.0.1 suspicious
8.0
High Risk

Create figures and images from NIfTI images, masks, and label maps.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows signs of obfuscation and has a very short development timeline, which raises concerns about its legitimacy and potential malicious intent.

  • High obfuscation risk due to base64 encoding
  • Extremely short development timeline
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires internet access for functionality.
  • Shell: No shell execution patterns detected, indicating no immediate risk of command injection or similar attacks.
  • Obfuscation: The use of base64 decoding suggests an attempt to hide the purpose or content of the code, which is suspicious.
  • Credentials: No clear patterns indicative of credential harvesting were found.
  • Metadata: The repository and package are extremely new, with all activity concentrated in a very short timeframe, raising suspicion of potential malicious intent.

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

⚠ Code Obfuscation score 2.0

Found 1 obfuscation pattern(s)

  • TransformFile(name=name, data=base64.b64decode(encoded.encode("ascii")))) return tuple(files) def _de
✓ Shell / Subprocess Execution

No shell execution patterns detected

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 5.0

Git history flags: Repository created very recently: 0 day(s) ago (2026-06-05T03:47:19Z)

  • Repository created very recently: 0 day(s) ago (2026-06-05T03:47:19Z)
  • All 20 commits happened within 24 hours
⚠ Maintainer History score 6.0

3 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Package uploaded less than 24 hours ago (2026-06-05T05:18:42.000Z)
  • Author "Beautiful-Brains contributors" appears to have only 1 package on PyPI (new or inactive account)

💬 Discussion Feed

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