If each resident VM is a(n attested) hardware enclave with its own memory encryption key (stored in a software-inaccessible register), a privilege escalation attack from one VM would not be able to yield the contents of the other VMs. The best an adversary could do is deny service to the other VMs, but that's always allowed by the threat model.