System and method for summarization of complex cybersecurity behavioral ontological graph
AssigneeCisco Technology, Inc.
InventorsAndrew Zawadowskiy, Oleg Bessonov, Vincent Parla
Life of this patent
Estimating the term…
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AssigneeCisco Technology, Inc.
InventorsAndrew Zawadowskiy, Oleg Bessonov, Vincent Parla
Estimating the term…
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.
A method comprising:
A system comprising:
One or more non-transitory computer readable media storing instructions that, when executed by one or more processors, cause the one or more processors to:
Dependencies are inferred from the claim text.