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Security: gnai-creator/SAINT-G

Security

SECURITY.md

Security Policy

SAINT-G is experimental research software. It is not production-hardened and should not be used to train or serve sensitive models without additional review.

Supported Versions

Only the current main branch is considered active.

Reporting a Vulnerability

Please report security issues privately to the repository maintainer before opening a public issue. Include:

  • affected file or command;
  • reproduction steps;
  • expected impact;
  • relevant logs or stack traces;
  • whether external model files, checkpoints, or datasets are required.

Areas of Concern

Pay particular attention to:

  • unsafe checkpoint loading;
  • arbitrary code execution through model adapters;
  • path traversal in runtime, checkpoint, or merge commands;
  • unsafe deserialization;
  • accidental inclusion of private datasets, model weights, or API keys;
  • untrusted third-party model files.

Checkpoint Safety

Checkpoint formats such as PyTorch .pt files may execute or trigger unsafe deserialization behavior depending on how they are loaded. Only load checkpoints from trusted sources.

Secret Handling

Do not commit:

  • API keys;
  • private datasets;
  • proprietary checkpoints;
  • credentials;
  • local machine paths that reveal sensitive information.

Dependency Policy

The core package should remain dependency-light. New dependencies must be justified by the phase that introduces them and should be documented.

There aren't any published security advisories