![]() ![]() Web service is one of the greatest inventions of mankind so far, and it is also the most profound manifestation of computer influence on human beings. Web services are built on top of open communication protocols such as TCP/IP, HTTP, Java, HTML, and XML. Web services extends the World Wide web infrastructure to provide the methods for an electronic device to connect to other electronic devices. Web service is a communication protocol and software between two electronic devices over the Internet. The test using real IP flows from ISP (Internet Service Provider) shows that the detecting model based on DBN can achieve an approximately 90% true positive rate and 0.6% false positive rate. A detection model based on Deep Belief Networks (DBN) is then presented. This paper first designs two types of features for web phishing: original features and interaction features. This paper mainly focuses on applying a deep learning framework to detect phishing websites. It will lead to information disclosure and property damage. Web phishing aims to steal private information, such as usernames, passwords, and credit card details, by way of impersonating a legitimate entity. Web phishing is one of many security threats to web services on the Internet. Web service is one of the key communications software services for the Internet.
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