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:
May. 20, 2025
Filed:
Dec. 20, 2022
Real-time detection of site phishing using message passing neural networks (mpnn) on directed graphs
Applicant:
Akamai Technologies, Inc., Cambridge, MA (US);
Inventor:
Nadav George Costa, Ramat Gan, IL;
Assignee:
Akamai Technologies, Inc., Cambridge, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
H04L 63/1483 (2013.01); G06N 3/08 (2013.01);
Abstract
Website phishing detection is enabled using a Message Passing Neural Network (MPNN) that scores requested HTML with a likelihood of being a phishing website. The technique leverages the assumption that the HTML in a phishing website often presents anomalous structure or features when compared with an analogous benign website. Once a phishing site is detected, a given mitigation action is then taken.