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. 09, 2021
Filed:
Aug. 21, 2015
Amazon Technologies, Inc., Seattle, WA (US);
Thomas Charles Stickle, Saint James, NY (US);
Ryan Christopher Holland, Seattle, WA (US);
AMAZON TECHNOLOGIES, INC., Seattle, WA (US);
Abstract
Technology is described for preventing cryptovirus attacks in a computing service environment. Data patterns of both read and write operations are monitored for files during a predetermined time period. The data patterns related to the files are recorded during the monitoring. A machine learning model is constructed according to the recorded data to establish a data change probability for the plurality of files. An unexpected change is detected using the machine learning model according to the data change probability of the files having changed data. A warning notification is sent indicating the unexpected change is detected for the files.