… phishing websites. We evaluate the performance of our model on the PhishTank dataset,
which is a widely used dataset for detecting phishing … field of phishing detection by achieving …

… for the security defense mechanisms of the modern digital world. … Unfortunately, even the
modern security measures and … developed to mitigate the modern sophisticated email attacks. …

… as security experts. Despite decades of development and improvement, existing phishing
detection … might fail to detect modern phishing patterns and produce low detection accuracy [7]. …

… used attributes and algorithms in phishing detection. Most researchers do … phishing detection
[5], [39], [51], but none of them have any feature extraction nor different types of detection …

… phishing detection have led to the growth of many new approaches based on visual similarity.
Machine learning and modern … learning in security fields such as in [5,6,7,8,9]. Computer …

… Most modern web browsers counter phishing attacks using a blacklist of confirmed … developing
detection countermeasures against phishing attacks. Most phishing detection techniques …

… as computer security experts, researchers in web security as … emergent trends in phishing
and modern technologies such … successful approaches in email phishing detection. A training …

… For that reason, we recommend that a Phishing detector which intends to be used in a real
situation … For testing the base models with modern datasets we have used the whole of them. …

… and text features as a hybrid for our model detection. The hybrid features and IPDS classifier
for phishing detection were the novelty of this study to the best of the authors' knowledge. …

… -based phishing detection techniques, because we consider the URL to be a significant
criterium in preventing phishing attacks. … Keyword Phishing, URL-based, Web Security, Features …