Abstract: A security appliance samples data about software defined infrastructures (SDIs) of a cloud computing environment to incrementally build models that map resource attributes indicated in fields to data types. The security appliance uses the model(s) to provide context sensitive help in policy rule constructions.

Abstract: A security appliance monitors streams of events and detects anomalous behavior by users with respect to software defined infrastructure. The security appliance creates baselines of activities for each user. After generating baselines, the security appliance compares events to the activity baselines of users to detect deviations. If a deviation is detected, then a violation report is generated.

Abstract: A security appliance is used to evaluate the software defined infrastructure. The security appliance includes a data ingestion and query engine. The data ingestion and query engine is configured to retrieve data associated with a resource in the software defined infrastructure, the data stored in a tree structure, extract selective information for the resource from the retrieved data, and generate a NI model for the resource, with the NI model including a plurality of fields and associated value types. A path document for each of the fields is generated, with the path document including a plurality of attributes related to the resource in the software defined infrastructure. The generated path document for each of the fields of the NI model is stored in a data store of the security appliance.

Abstract: A security appliance is used to evaluate the software defined infrastructure. The security appliance includes a data ingestion and query engine. The data ingestion and query engine is configured to retrieve data associated with a resource in the software defined infrastructure, the data stored in a tree structure, extract selective information for the resource from the retrieved data, and generate a NI model for the resource, with the NI model including a plurality of fields and associated value types. A path document for each of the fields is generated, with the path document including a plurality of attributes related to the resource in the software defined infrastructure. The generated path document for each of the fields of the NI model is stored in a data store of the security appliance.