The aim of this study is to provide an overview the state-of-the-art elements of text
classification. For this purpose, we first select and investigate the primary and recent studies …

Classification of Web page content is essential to many tasks in Web information retrieval
such as maintaining Web directories and focused crawling. The uncontrolled nature of Web …

Phishing is a security threat with serious effects on individuals as well as on the targeted
brands. Although this threat has been around for quite a long time, it is still very active and …

Malicious Web sites are a cornerstone of Internet criminal activities. The dangers of these
sites have created a demand for safeguards that protect end-users from visiting them. This …

Names: Gupta, Brij, 1982-editor.| Sheng, Quan Z. editor. Title: Machine learning for computer
and cyber security: principles, algorithms, and practices/editors Brij B. Gupta, National …

The freedom of the Deep Web offers a safe place where people can express themselves
anonymously but they also can conduct illegal activities. In this paper, we present and make …

The World Wide Web supports a wide range of criminal activities such as spam-advertised e-
commerce, financial fraud and malware dissemination. Although the precise motivations …

We perform the first study of the tradeoff space of access methods and replication to support
statistical analytics using first-order methods executed in the main memory of a Non-Uniform …

Malicious Uniform Resource Locator (URL) detection is an important problem in web search
and mining, which plays a critical role in internet security. In literature, many existing studies …

Given only the URL of a web page, can we identify its topic? This is the question that we
examine in this paper. Usually, web pages are classified using their content, but a URL-only …