System and Method for Summarization of Complex Cybersecurity Behavioral Ontological Graph

    公开(公告)号:US20240330348A1

    公开(公告)日:2024-10-03

    申请号:US18360648

    申请日:2023-07-27

    CPC classification number: G06F16/345 G06F16/334

    Abstract: A system and method are provided for explaining ontological sub-graphs. The system and method include querying an ontology to determine a match between a query graph and a portion of an ontology graph. When there is a match, a subgraph representing the match is first translated into a simple summary using a simple language (e.g., triplets which include a subject and object corresponding to pairs of connected nodes in the subgraph and a verb/predicate representing a relation/edge in the subgraph that connect the pair nodes). This simple summary is then fed, as part of a prompt, to a large language model (LLM) that generates a human-readable summary based on the prompt.

    NETWORK FLOW ATTRIBUTION IN SERVICE MESH ENVIRONMENTS

    公开(公告)号:US20230099370A1

    公开(公告)日:2023-03-30

    申请号:US17487100

    申请日:2021-09-28

    Abstract: In one embodiment, a monitoring engine obtains mesh flow data for traffic flows between nodes in a service mesh. The monitoring engine associates the mesh flow data with network traffic between an endpoint device and an edge of the service mesh. The monitoring engine identifies, based on the mesh flow data, a particular container workload associated with the traffic flows. The monitoring engine provides an indication that the particular container workload is associated with the network traffic between the endpoint device and the edge of the service mesh.

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