Managed notebook instances may be configured to permit root privileges, interactive terminal sessions, or unrestricted access modes for the users of the environment. When such access is available, the underlying instance configuration could be modified, security agents disabled, or arbitrary commands executed outside the notebook interface. This compromises the integrity of the development environment and the confidentiality of any data or credentials accessible from the instance.
Elevated System Access on Notebook Instances is Abused
CCC.MLDE.TH01
Related Capabilities
| ID | Title | Description |
|---|---|---|
| CCC.MLDE.CP01 | Managed Notebook Environments | Provides fully managed notebook instances specifically designed for machine learning development, eliminating the need to manage underlying infrastructure. |
| CCC.Core.CP06 | Access Control | The service automatically enforces user configurations to restrict or allow access to a specific component or a child resource based on factors such as user identities, roles, groups, or attributes. |
Related Controls
| ID | Title | Description |
|---|---|---|
| CCC.MLDE.CN01 | Define Access Mode for ML Development Environments | Ensure that access to Machine Learning Development Environment (MLDE) resources is strictly defined and controlled. Only authorized users with appropriate permissions can access these environments, mitigating the risk of unauthorized access, data leakage, or service disruption. |
| CCC.MLDE.CN03 | Disable Root Access on MLDE Instances | Prevent users from obtaining root access on MLDE instances to reduce the risk of unauthorized system modifications and potential security breaches. |
| CCC.MLDE.CN04 | Disable Terminal Access on MLDE Instances | Prevent users from accessing the terminal on MLDE instances to limit the risk of unauthorized commands and potential system compromise. |
| CCC.MLDE.CN08 | Restrict Virtual Networks for MLDE Instances | Limit the virtual networks that can be used when creating new MLDE instances to ensure they are deployed within approved and secure network environments. |