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Patent drawing for Cognitive offense analysis using contextual data and knowledge graphs
US 10,958,672 B2
Networking US 10,958,672 B2 Not in force

Cognitive offense analysis using contextual data and knowledge graphs

This invention describes an automated way to analyze cybersecurity attacks. When a security system detects an incident, it creates an initial map of the event using related information. This map includes specific details, like suspicious files or network addresses, which are then checked against a larger database of known threats (a "knowledge graph") to see if they're linked to known malicious actors, expanding the initial map for a human analyst.

Why it matters: Filed before the widespread adoption of advanced AI for threat intelligence. The ability to build and dynamically query complex knowledge graphs for real-time security event correlation has significantly improved with advancements in Graph Neural Networks and AI-driven threat analysis since 2019.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedSoftware logic, knowledge graphs, security system integration

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