AI Analysis
Final verdict: SUSPICIOUS
The package has moderate risks associated with obfuscation and metadata, suggesting potential hidden functionality or lack of transparency. While there are no immediate signs of malicious activities like network or shell risks, the high metadata risk warrants further investigation.
- Obfuscation risk of 4/10
- Metadata risk of 7/10
Per-check LLM notes
- Network: The package downloads files from external URLs which could be legitimate if the sources are trusted and the purpose is documented.
- Shell: No shell execution patterns were detected.
- Obfuscation: The code shows signs of obfuscation which may indicate an attempt to hide the functionality or make reverse engineering harder, but it could also be part of a normal implementation in machine learning models.
- Credentials: No clear patterns indicating credential harvesting were detected.
- Metadata: High risk due to recent upload, single version, and lack of maintainer information.
Heuristic Checks
Outbound Network Calls
score 3.0
Found 2 network call pattern(s)
weights (~25MB)...") urllib.request.urlretrieve(STABLE_SIG_WEIGHTS_URL, STABLE_SIG_CACHE)rb") as f: resp = requests.post( f"{MODAL_URL}/predict", fil
Code Obfuscation
score 4.0
Found 2 obfuscation pattern(s)
map_location="cpu") model.eval() return model def detect_stable_signature(image_path:"model_state"]) model.eval() transform = transforms.Compose([ tran
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
Repository not found (deleted or private)
Repository not found (deleted or private)
Maintainer History
score 8.0
4 maintainer concern(s) found
Only one version has ever been released — brand new packagePackage uploaded less than 24 hours ago (2026-06-05T06:06:32.000Z)Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)