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AI/ML / Mlde

Controls

Version:
IDTitleObjective
CCC.MLDE.CN01Define Access Mode for ML Development EnvironmentsEnsure 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.CN03Disable Root Access on MLDE InstancesPrevent users from obtaining root access on MLDE instances to reduce the risk of unauthorized system modifications and potential security breaches.
CCC.MLDE.CN04Disable Terminal Access on MLDE InstancesPrevent users from accessing the terminal on MLDE instances to limit the risk of unauthorized commands and potential system compromise.
CCC.MLDE.CN02Disable File Downloads on MLDE InstancesPrevent unauthorized file downloads from MLDE instances to protect sensitive data from being exfiltrated.
CCC.MLDE.CN05Restrict Environment Options on MLDE InstancesLimit the virtual machine and container image options available when creating new MLDE instances to approved and secure configurations.
CCC.MLDE.CN06Require Automatic Scheduled Upgrades on User-Managed MLDE InstancesEnsure that MLDE instances are kept up-to-date with the latest security patches by enforcing automatic scheduled upgrades.
CCC.MLDE.CN07Restrict Public IP Access on MLDE InstancesPrevent public IP access to MLDE instances to reduce exposure to the internet and enhance security.
CCC.MLDE.CN08Restrict Virtual Networks for MLDE InstancesLimit the virtual networks that can be used when creating new MLDE instances to ensure they are deployed within approved and secure network environments.