monte-carlo-validation-notebook

No clear malware/backdoor behavior is evident in the provided module. The dominant security issue is accidental sensitive-data exposure: the full (sanitized) notebook YAML is Base64-embedded into a URL fragment, then printed, persisted to notebook_url.txt, and opened in a browser—creating multiple pathways for leakage. A secondary risk is destination control via --mc-base-url, which can redirect the user’s browser to an arbitrary base URL. Overall, treat this as a privacy/data-handling risk utility rather than a malicious payload, with reduced confidence due to the apparent truncated code snippet.