Phishing websites refer to an attack where cyber criminals spoof official websites to lure people into accessing to illegally obtain user identity, password, privacy, and even properties. This attack poses a great threat to inexperienced Internet users and is becoming more and more difficult. Many proposals for detecting phishing websites have shown their effectiveness and the advantage of methods for detecting and classifying Uniform Resource Locators (URLs). Although several approaches have been proposed for detecting and classifying phishing attacks, URL-based machine learning and artificial intelligence approaches provide better performance results, but they all depend on the feature set used. To improve the accuracy of phishing website detection, the article proposes a new decision tree-based model and feature set for Internet of Things (IoT) devices that have limited capabilities and low power consumption. The present study examines how the selection of a feature set from a trainee data set significantly improves the speed and performance of classifying phishing attacks in IoT devices. According to the experimental and comparative results of the implemented classification algorithms, the piecewise linear decision tree algorithm based on the new activation functions provides the best performance with 97.50% accuracy for detecting phishing URLs.
05.12.2022 Volume 1 Issue 8 View more Download
In this article, for the development of a marketing strategy in a tourist enterprise, the selection of the target market and the positioning strategy, the establishment of relations with consumers, the development of new goods, and the promotion are considered.
05.12.2022 Volume 1 Issue 8 View more Download
The article discusses the concept and essence of Islamic finance, its main principles, Islamic banking and their difference from conventional banks. This study aims to explain the theoretical aspects of the most common financial methods of Islamic banking, the products of Islamic Capital Market, functioning and differences of Islamic insurance. In this article, we offer an overview to provide elementary information and serve as the basis for further study.
05.12.2022 Volume 1 Issue 8 View more Download
In this paper, the issues of automated protection of hydraulic structures from sediments were considered. Also in the article, the technological process of protecting the GTS was studied. The methods and principle of operation of the GTS automatic protection system are considered. Software on the Arduino platform for determining the sediment boundary was studied and compiled.
05.12.2022 Volume 1 Issue 8 View more Download
In the implementation of marketing analysis in tourist enterprises, it is considered to study the market, to have high-quality and accurate information about competitors in the market, to use marketing information in the tourist-hotel business, to process them and bring them into the necessary form.
05.12.2022 Volume 1 Issue 8 View more Download
In this paper we consider the minimization problem of nonsmooth functional type maximum for linear model of dynamic control system. The some properties control system and nonsmooth functional is studied. The conditions of existence of optimal control are obtained.
05.12.2022 Volume 1 Issue 8 View more Download
It is known that every year thousands of people die from traffic noise and suffer from various serious diseases. Many countries around the world have conducted numerous studies on traffic noise and traffic intensity. The article investigates the state of traffic intensity and traffic noise on city streets and public roads of the Republic of Uzbekistan.
05.12.2022 Volume 1 Issue 8 View more Download
This article focuses on the analysis of the body composition of highly skilled high-jumper girls through the bioimpedometry method, and the indicators taken into account today make it possible to rationally distribute loads based on the body composition of the athlete's body, determine the intensity and volume, and determine the efficiency of recovery after intense training in order to show high results in sports.
05.12.2022 Volume 1 Issue 8 View more Download
SCIENCE & INNOVATION