| CPC H04L 63/1416 (2013.01) [H04L 63/1466 (2013.01)] | 20 Claims | 

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               1. A method comprising: 
            accessing, by one or more cloud services, structurally deduplicated data indicative of event data, wherein the deduplicated event data is structured in accordance with a data model comprising one or more fields; 
                determining, based on the structurally deduplicated data, a plurality of deduplicated field groups associated with one or more fields of the data model, wherein the plurality of deduplicated field groups are associated with a network event; 
                determining, based on one or more references from the deduplicated field groups to a plurality of deduplicated values, one or more values associated with the deduplicated field groups; 
                determining, based on a ruleset running on the deduplicated field groups and on the one or more values, whether a rule is indicative of a cyberattack; 
                determining, based on whether the rule is indicative of a cyberattack, to reconstruct a network event or to not reconstruct the network event; and 
                generating, based on determining to reconstruct the network event, an alert indicative of the network event. 
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