Convolutional neural network based on attention mechanism and a bidirectional independent recurrent tandem joint algorithm (CATIR) are proposed. In natural language processing related technologies, word vector features extracted URLs, the URL information host merged. The proposed CATIR uses CNN (Convolutional Neural Network) to obtain deep local in data, Attention adjust weights, IndRNN (Indepe...

Currently, numerous types of cybercrime are organized through the internet. Hence, this study mainly focuses on phishing attacks. Although was first used in 1996, it has become most severe and dangerous Phishing utilizes email distortion as its underlying mechanism for tricky correspondences, followed by mock sites, to obtain required data from people question. Different studies have presented ...

Currently, malware attacks pose a high risk to compromise the security of Android-IoT apps. These threats have potential steal critical information, causing economic, social, and financial harm. Because their constant availability on network, Android apps are easily attacked by URL-based traffic. In this paper, an classification detection approach using deep broad URL feature mining is proposed...

Web, İnternet üzerinde yayınlanan çeşitli türden bilgilerin bulunduğu bir veri deposudur. Bu bilgileri bulunduran ve birbirlerine köprülerle bağlı olan yapılara web sayfaları denir. Web tarayıcıları, üzerindeki köprüleri kullanarak Web’i tarayan indiren programlardır. Bir arama motorunun performansı da tarayıcısının performansına bağlıdır. tarayıcılarının performans metrikleri, kapsamı tohum UR...

The study of identification of near duplicate content involves identifying search categories which generate same URL in a query result. These categories are needed to be identified so that results can be improved by removing duplicate URL. Generating same URL in results irritates the user and it also decreases priority of other URL. These URL displayed on second or third page which user do not ...

URL shortening services replace long URLs with shorter ones and subsequently redirect all requests for the shortened URL to the original long URL. In this paper we discuss and empirically analyze security and privacy risks caused by the use of URL shortening services. We empirically determine the most popular URL shortening services currently used on Twitter and analyze these with respect to ma...