0% Complete
صفحه اصلی
/
نهمین کنفرانس بین المللی فناوری و مدیریت انرژی
Feature Selection in Phishing Attack Detection Using Bee Algorithm and Logistic Regression Method
نویسندگان :
Nazila Razzaghi-Asl
1
Jafar Tanha
2
Soodabeh Imanzadeh
3
Negin Samadi
4
Sahar Hassanzadeh Mostafaei
5
Sayyad Nojavan
6
1- University of Tabriz
2- University of Tabriz
3- University of Tabriz
4- University of Tabriz
5- University of Tabriz
6- دانشگاه بناب
کلمات کلیدی :
Phishing attack،Feature selection،Bee algorithm،Random forest algorithm
چکیده :
Phishing attacks are one of the most damaging attacks for internet users. Detecting these attacks is one of the main challenges in the internet security due to their lack of unpredictable nature. Machine learning techniques are suitable methods to detect these attacks. The accuracy of these methods is highly dependent on the features of the data. This paper proposes a hybrid feature selection approach based on Bee algorithm and Logistic Regression method, which detects phishing attacks accurately by selecting an appropriate feature subset. The results show that the proposed approach has been able to increase the detection accuracy of phishing attacks by 1.23%, using a random forest algorithm, in comparison to previous works with 6.66% less features.
لیست مقالات
لیست مقالات بایگانی شده
PV-Fed Transformer-Less Five-Level Grid-Tied Inverter
Amirhossein Zeinaly - Kazem Varesi - Jaber Fallah Ardashir
AI-Driven Energy Optimization in Smart Microgrids Using Generative Adversarial Networks
Sara Mahmoudi Rashid - Amir Rikhtehgar Ghiasi - Amir Aminzadeh Ghavifekr
پایش اثر متغیرهای تأثیرگذار بر مصرف انرژی ماشین CNC پنج محوره
احسان ناظمی - مجید قدس - مهرداد واهبی - سعید قبادی - احمد امیری
Steam consumption prediction in a tire factory using machine learning approaches
Ali Foadaddini - Hamid Saadatfar - Edris HosseiniGol - Matin HosseinPour - Mahtab Aminzadeh
Optimal design of 20 kW grid-connected solar power plant for maximizing solar radiation in Tabriz utilizing Pvsyst software
Ebrahim Soltani - Mohammad Mohsen Hayati - Ali Aminlou - Kazem Zare
A Low Cost High Power Triboelectric Nanogenerator Based on Activated Carbon
Koorosh Shahbazi - Zahra Hosseini - Teymoor Ghanbari - Navid Sharif
امکان سنجی کاهش مصرف انرژی و افزایش تبادل حرارت در مبدل پوسته و لوله با استفاده از لوله ها با سطح فرورفتگی
مسعود دربندی - محمد صالح عبدالله پور - کاظم مشایخ
Wind Farm Power Prediction with Transformer Encoder
Elman Ghazaei - Omid Feizi - Amir A. Ghavifekr - Mina Salim - Armin Hassanzadeh
Enhancing Power System Stability through Solar Farm-Based Damping of Subsynchronous Oscillations
Bagher Khadem hamedani - Nahid Izadi - Masoud Izadi - Ali Najari
جایابی بهینه چند هدفه ایستگاههای شارژ و دشارژ خودروهای الکتریکی با اهداف اقتصادی و فنی
محمد مهدی شهبازی - مرتضی پاینده افضل
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.5.0
