tun-camembert-ner

v0.1.0 suspicious
4.0
Medium Risk

Tunisian Named Entity Recognition for French text using CamemBERT

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has a low risk profile in terms of network, shell, obfuscation, and credential risks. However, its metadata raises some concerns due to its newness and lack of detailed information, suggesting potential issues that warrant further investigation.

  • Metadata risk due to new package with minimal information
  • Single version upload
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires external services.
  • Shell: No shell execution patterns detected, indicating no immediate risk of executing unauthorized commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package is newly uploaded with minimal information and a single version, raising suspicion.

🔬 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 3.0

GitHub API error: 403

  • GitHub API error: 403
Maintainer History score 10.0

5 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Package uploaded less than 24 hours ago (2026-06-05T03:41:53.000Z)
  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
  • Package has no PyPI classifiers (low effort / metadata quality)