A Convolution-Based System for Malicious URLs Detection

Learning based Malicious Web Sites Detection using Suspicious URLs

Malicious Web sites largely promote the growth of Internet criminal activities and constrain the development of Web services. As a result, there has been strong motivation to develop systemic solution to stopping the user from visiting such Web sites. In this paper, we propose a learning based approach to classifying Web sites into 3 classes: benign, phishing, and malware. Our mechanism only an...

A Distributed System for Detecting Phishing and Mail Alert based Malicious Tweet URLs Blocker in a Twitter Stream

Twitter is a hugely well-liked famous social network where people exchanges messages of 140 characters called tweets. Because of short content size, and use of URL, it is difficult to detect phishing on Twitter unlike emails. Ease of information exchange large audience makes Twitter as a popular medium to spread external content like articles, videos, and photographs by embedding URLs in tweets...

Adaptive Fuzzy Classification-Rule Algorithm In Detection Malicious Web Sites From Suspicious URLs

A Pattern Recognition System for Malicious PDF Files Detection

Malicious PDF files have been used to harm computer security during the past two-three years, and modern antivirus are proving to be not completely effective against this kind of threat. In this paper an innovative technique, which combines a feature extractor module strongly related to the structure of PDF files and an effective classifier, is presented. This system has proven to be more effec...

Feature-based Malicious URL and Attack Type Detection Using Multi-class Classification

Nowadays, malicious URLs are the common threat to the businesses, social networks, net-banking etc. Existing approaches have focused on binary detection i.e. either the URL is malicious or benign. Very few literature is found which focused on the detection of malicious URLs and their attack types. Hence, it becomes necessary to know the attack type and adopt an effective countermeasure. This pa...