Offers environments pre-installed with popular machine learning libraries and frameworks such as TensorFlow, PyTorch, and Scikit-learn, optimized for ML tasks.
Pre-configured Machine Learning Libraries
CCC.MLDE.CP02
Related Threats
| ID | Title | Description |
|---|---|---|
| CCC.MLDE.TH04 | Outdated or Unapproved Environment Images are Exploited | Notebook instances may be created from arbitrary virtual machine or container images, or left running without scheduled upgrades, so that pre-installed machine learning libraries and runtimes fall behind current security patches. Known vulnerabilities in these components could be exploited to execute code or escalate privileges within the environment. This compromises the confidentiality, integrity, and availability of the development environment and the data it processes. |