… of malicious URL detectors, machine learning … URL Detection techniques using machine
learning. We present the formal formulation of Malicious URL Detection as a machine learning …

… and deep learning techniques. In this paper, we propose a malicious URL detection method
using machine learning techniques based on our proposed URL behaviors and attributes. …

… effective features to detect malicious URLs. In addition … machine learning. These features
are validated as having good performance in improving the detection rate of malevolent URLs…

… This study showed how a unique deep learning architecture could be used on … learning
designs for malicious URL detection in this paper. For getting more understanding about the URL…

… machine learning-based phishing detection system that can help users to check the legitimacy
and maliciousness of an URL … feature vectors from URL whenever a user visits that URL. …

… dataset of both malicious and benign URLs. This paper proposes a MuD (… URL Detection)
model which utilizes three supervised machine learning classifiers—support vector machine, …

… -time detection of phishing web pages by investigating the URL of the web page with different
machine learning … In the execution of a learning algorithm, not only the dataset but also the …

… the suspicious URL and speed up the running time of system. Therefore, in this paper, we
proposed a machine learning based phishing detection system which uses the URL features …

… URL detection problem and the need for a large amount of training data through their
Cost-Sensitive Online Active Learning (… This paper addresses the detection of malicious URLs as …

… phishing URLs by Machine learning techniques. We discuss the methods used for detection
of … of URLs that spread phishing. The fine-tuned parameters are useful in selecting the apt …