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:
Sep. 22, 2020
Filed:
Jan. 31, 2018
Palo Alto Networks, Inc., Santa Clara, CA (US);
Zhaoyan Xu, Santa Clara, CA (US);
Tongbo Luo, Santa Clara, CA (US);
Palo Alto Networks, Inc., Santa Clara, CA (US);
Abstract
The technology disclosed herein enables the generation of malware traffic signatures by performing natural language processing on known malware traffic using a neural network. In a particular embodiment, a method provides generating sentences comprising first information obtained from a plurality of fields in each of a plurality of known malware data packets in a first malware family. The method further provides inputting the sentences into a first neural network for natural language processing of the sentences and generating one or more signatures for the first malware family from results of the natural language processing of the sentences.