SYSTEM AND METHOD TO PROVIDE AUTOMATIC CLASSIFICATION OF PHISHING SITES
First Claim
1. A method comprising:
- creating a feature vector for a website; and
providing the feature vector to a model to determine whether or not the website is a phishing website.
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Accused Products
Abstract
A phishing classification model that detects a phishing website based on one or more feature vectors for the website is provided. The phishing classification model may operate on a server and may further select a website, generate a feature vector for a landing page of the website, create a feature vector for every iframe that is a descendent of the landing page, and derive a final feature vector from the feature vectors of the landing page and the descendent iframe pages. Further, machine learning techniques may be applied to generate, or train, a classification model based upon one or more known phishing websites. Based on the feature vector, the classification modeler may classify a website as either a phishing website or as a non-phishing website. Feedback in the form of human verification may further be incorporated.
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Citations
20 Claims
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1. A method comprising:
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creating a feature vector for a website; and providing the feature vector to a model to determine whether or not the website is a phishing website. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 16, 17, 18)
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13. A system for classifying one or more websites as a phishing website, the system comprising:
a plurality of sensors for providing input data to a server configured to creating a feature vector for a website and provide the feature vector to a model to determine whether or not the website is a phishing website. - View Dependent Claims (15)
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19. A non-transitory computer-readable medium comprising processor-executable instructions that are executable by a processor to facilitate the classification of one or more websites, the instructions comprising:
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creating a feature vector for a website; and providing the feature vector to a model to determine whether or not the website is a phishing website. - View Dependent Claims (20)
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Specification