Technologies for bootstrapping virtual network functions in a network functions virtualization (NFV) network architecture include a virtual network function (VNF) bootstrap service (VBS) in secure network communication with a VBS agent of a VNF instance. The VBS agent is configured to execute a secure VNF bootstrap capture protocol in the NFV network architecture. Accordingly, the VBS agent can be configured to register with the VBS via secure communications transmitted between the VBS and the VBS agent. The secure communications include transmitting a security quote from a TEE of a platform on which the VNF instance is instantiated and a security credential request to the VBS, as well as receiving a security credential in response to validating the security quote and the security credential request. Other embodiments are described and claimed.