Map Reduce Implementation for Malicious Websites Classification

Detecting and Characterizing Malicious Websites

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . v List of Tables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ix List of Figures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xi Chapter 1: Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.1 Pr...

Cross-Layer Detection of Malicious Websites Cross-Layer Detection of Malicious Websites∗

Malicious websites have become a major attack tool of the adversary. There are two main approaches to detect malicious websites: static and dynamic. The static approach is centered on the static analysis of website contents and can scale up to a large number of websites in cyberspace. However, this approach has limited success in dealing with sophisticated attacks that include obfuscation. The ...

Classification Algorithms for Big Data Analysis, a Map Reduce Approach

Since many years ago, the scientific community is concerned about how to increase the accuracy of different classification methods, and major achievements have been made so far. Besides this issue, the increasing amount of data that is being generated every day by remote sensors raises more challenges to be overcome. In this work, a tool within the scope of InterIMAGE Cloud Platform (ICP), whic...

Study on Network-Based Technology for Detecting Potentially Malicious Websites

Interpretation of User Comments for Detection of Malicious Websites

Automated understanding of natural language is a challenging problem, which has remained open for decades. We have investigated its special case, focused on identifying relevant concepts in natural-language text in the context of a specific given task. We have developed a set of general-purpose language interpretation techniques and applied them to the task of detecting malicious websites by an...