Invention Grant
- Patent Title: Automatic phishing email detection based on natural language processing techniques
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Application No.: US15225587Application Date: 2016-08-01
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Publication No.: US10404745B2Publication Date: 2019-09-03
- Inventor: Rakesh Verma , Narasimha Karpoor Shashidhar , Nabil Hossain , Nirmala Rai
- Applicant: Rakesh Verma , Narasimha Karpoor Shashidhar , Nabil Hossain , Nirmala Rai
- Agent Benjamin Aaron Adler
- Main IPC: H04L29/06
- IPC: H04L29/06 ; H04L12/58 ; G06N20/00

Abstract:
A comprehensive scheme to detect phishing emails using features that are invariant and fundamentally characterize phishing. Multiple embodiments are described herein based on combinations of text analysis, header analysis, and link analysis, and these embodiments operate between a user's mail transfer agent (MTA) and mail user agent (MUA). The inventive embodiment, PhishNet-NLP™, utilizes natural language techniques along with all information present in an email, namely the header, links, and text in the body. The inventive embodiment, PhishSnag™, uses information extracted form the embedded links in the email and the email headers to detect phishing. The inventive embodiment, Phish-Sem™ uses natural language processing and statistical analysis on the body of labeled phishing and non-phishing emails to design four variants of an email-body-text only classifier. The inventive scheme is designed to detect phishing at the email level.
Public/Granted literature
- US20160344770A1 Automatic Phishing Email Detection Based on Natural Language Processing Techniques Public/Granted day:2016-11-24
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