deup

v0.1.1 suspicious
5.0
Medium Risk

Direct Epistemic Uncertainty Prediction (DEUP) for any scikit-learn model, with first-class time-series support.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows low risk in terms of network, shell, and obfuscation activities. However, the metadata risk score is elevated due to recent creation, rapid commit history, and a single version release from a potentially new maintainer account.

  • metadata risk due to recent creation
  • rapid commit history
  • single version release
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package's functionality requires external communication.
  • Shell: No shell execution patterns detected, indicating the package does not execute system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The recent creation and rapid commit history suggest potential risk, especially with a single version release and a possibly new maintainer account.

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

✓ 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 (2026-06-04T22:44:27Z)

  • Repository created very recently: 0 day(s) ago (2026-06-04T22:44:27Z)
  • All 11 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 (2026-06-04T23:57:28.000Z)
  • Author "Ursina Sanderink" appears to have only 1 package on PyPI (new or inactive account)

💬 Discussion Feed

Leave a comment

No discussion yet. Be the first to share your thoughts!