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:
Nov. 01, 2016
Filed:
Oct. 27, 2014
Amazon Technologies, Inc., Seattle, WA (US);
Khaja Ehteshamuddin Ahmed, Bellevue, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques comprise identifying and/or classifying malicious activity in a web services platform using machine learning techniques. Systems, methods, and computer readable mediums may cause one or more computing nodes to monitor first network traffic, generate network information based on the monitored first network traffic, train a machine learning algorithm based on at least a first portion of the generated network information, test the machine learning algorithm based on at least a second portion of the generated network information, generate a predictor using the trained and tested machine learning algorithm, and identify second network traffic as one or more of malicious activity and benign activity using the predictor.