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Data access is the path in which data flows to create, read, write, or delete permissions between the customer’s data center and/or external data repositories from their production environment to the ML platform.
The customer owns the security of the data access paths and networks. Access should be managed and audited at all times. Strong data and network routing controls such as Layer 3 and Layer 4 firewall rules (customer firewall) and access lists should be in place to minimize attack surfaces and vectors.
During data transmission to and from the Service, the customer must ensure data integrity, confidentiality, and availability to prevent interruption, replication, tampering, forgery, interception, and monitoring. The customer should implement security controls for these activities to secure the data ingress and egress to and from the Service.