The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 20, 2020
Filed:
Jan. 30, 2018
Government of the United States As Represented BY the Secretary of the Air Force, Rome, NY (US);
Praveen Rao, New Hartford, NY (US);
Charles Kamhoua, Baltimore, MD (US);
Kevin Kwiat, Sarasota, FL (US);
Laurent Njilla, Rome, NY (US);
The United States of America as represented by the Secretary of the Air Force, Washington, DC (US);
Abstract
A cyberthreat detection method and system includes a distributed file system and a commodity cluster. The commodity cluster has a plurality of servers. A data array of key-value pairs related to social media is received; it stores a plurality of predetermined ground predicates. A ground predicate graph is constructed for each user then partitioned into balanced portions Peach corresponding to a server and the ground predicates stored on that server. In parallel on each server, a plurality of leaned rules are determined for the files stored on that server. From a union of the plurality of learned rules, the system determines a respective weight for each of the learned rules. The plurality of rules are ranked in order of accuracy by the plurality of weights.