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.

Date of Patent:
Jan. 05, 2021

Filed:

Aug. 13, 2018
Applicant:

Nec Laboratories America, Inc., Princeton, NJ (US);

Inventors:

Cristian Lumezanu, Princeton Junction, NJ (US);

Nipun Arora, Plainsboro, NJ (US);

Haifeng Chen, West Windsor, NJ (US);

Bo Zong, New York, NY (US);

Daeki Cho, Highland Park, NJ (US);

Mingda Li, Los Angeles, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/00 (2006.01); H04L 29/06 (2006.01); H04L 12/733 (2013.01); H04L 12/26 (2006.01); H04L 12/741 (2013.01); G06N 20/00 (2019.01); H04L 12/751 (2013.01); H04L 12/893 (2013.01); G06K 9/62 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1483 (2013.01); G06K 9/6215 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); H04L 43/026 (2013.01); H04L 43/16 (2013.01); H04L 45/08 (2013.01); H04L 45/20 (2013.01); H04L 45/74 (2013.01); H04L 47/40 (2013.01); H04L 63/0227 (2013.01); H04L 63/1416 (2013.01); H04L 63/1458 (2013.01); H04L 63/1466 (2013.01); H04L 63/20 (2013.01); H04L 69/22 (2013.01); H04L 2463/141 (2013.01);
Abstract

Endpoint security systems and methods include a distance estimation module configured to calculate a travel distance between a source Internet Protocol (IP) address and an IP address for a target network endpoint system from a received packet received by the target network endpoint system based on time-to-live (TTL) information from the received packet. A machine learning model is configured to estimate an expected travel distance between the source IP address and the target network endpoint system IP address based on a sparse set of known source/target distances. A spoof detection module is configured to determine that the received packet has a spoofed source IP address based on a comparison between the calculated travel distance and the expected travel distance. A security module is configured to perform a security action at the target network endpoint system responsive to the determination that the received packet has a spoofed source IP address.


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