Cyber Threat Intelligence-Based Malicious URL Detection Model Using Ensemble Learning by Mohammed Alsaedi, Fuad A. Ghaleb, Faisal Saeed, Jawad Ahmad, Mohammed Alasli

Subjects: “…malicious URLs…”
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An Efficient Hybrid Feature Selection Technique Toward Prediction of Suspicious URLs in IoT Environment by Sanjukta Mohanty, Arup Abhinna Acharya, Tarek Gaber, Namita Panda, Esraa Eldesouky, Ibrahim A. Hameed

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Malicious URL Detection Model Based on Bidirectional Gated Recurrent Unit and Attention Mechanism by Tiefeng Wu, Miao Wang, Yunfang Xi, Zhichao Zhao

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Cyber threat intelligence-based malicious URL detection model using ensemble learning by Mohammed Alsaedi, Mohammed Alsaedi, Abdoh Ghaleb, Fuad Abdulgaleel, Saeed, Faisal, Ahmad, Jawad, Mohammed Alasli, Mohammed Alasli

“…This study aims at improving the detection accuracy of malicious URL detection by designing and developing a cyber threat intelligence-based malicious URL detection model using two-stage ensemble learning. …”
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Web Based Malicious URL Detection Through Feature Selection (Special Characters) with Machine Learning by Anwar Razlan, Rasali

“…The feature extraction process would test output a value in accordance with the URL and determine whether the URL is malicious or otherwise. …”
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Performance Evaluation of Machine Learning Techniques for Identifying Forged and Phony Uniform Resource Locators (URLs) by N. A. Azeez, A. A. Ajayi

“…It unarguably provides efficient and credible means of maximizing the detection of compromised and malicious URLs. Finally, for future work, authors are of the opinion that two or more supervised learning algorithms can be hybridized to form a single effective and more efficient algorithm for fake URLs verification. …”
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PhishTransformer: A Novel Approach to Detect Phishing Attacks Using URL Collection and Transformer by Sultan Asiri, Yang Xiao, Tieshan Li

“…These attacks hide behind legitimate Uniform Resource Locators (URLs) and can evade detection systems that only analyze a web page URL without exploring the page content. …”
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Seismic anisotropy of Opalinus Clay: tomographic investigations using the infrastructure of an underground rock laboratory (URL) by Roman Esefelder, Britta Wawerzinek, Stefan Lüth, Rüdiger Giese, Charlotte M. Krawczyk

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PhishHaven—An Efficient Real-Time AI Phishing URLs Detection System by Maria Sameen, Kyunghyun Han, Seong Oun Hwang

Subjects: “…AI-generated phishing URLs…”
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A hybrid deep learning technique for spoofing website URL detection in real-time applications by Bridget C. Ujah-Ogbuagu, Oluwatobi Noah Akande, Emeka Ogbuju

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Intelligent Deep Machine Learning Cyber Phishing URL Detection Based on BERT Features Extraction by Muna Elsadig, Ashraf Osman Ibrahim, Shakila Basheer, Manal Abdullah Alohali, Sara Alshunaifi, Haya Alqahtani, Nihal Alharbi, Wamda Nagmeldin

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One-Time URL: A Proximity Security Mechanism between Internet of Things and Mobile Devices by Antonio Solano, Raquel Dormido, Natividad Duro, Víctor González

“…Links between connected things and mobile communication devices are temporarily created by means of dynamic URLs (uniform resource locators) which may be easily discovered with pervasive short-range radio frequency technologies available on smartphones. …”
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AntiPhishStack: LSTM-Based Stacked Generalization Model for Optimized Phishing URL Detection by Saba Aslam, Hafsa Aslam, Arslan Manzoor, Hui Chen, Abdur Rasool

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An Effective Phishing Detection Model Based on Character Level Convolutional Neural Network from URL by Ali Aljofey, Qingshan Jiang, Qiang Qu, Mingqing Huang, Jean-Pierre Niyigena

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Intelligent deep machine learning cyber phishing URL detection based on BERT features extraction by Muna Elsadig, Ashraf Osman Ibrahim Elsayed, Shakila Basheer, Manal Abdullah Alohali, Sara Alshunaifi, Haya Alqahtani, Nihal Alharbi, Wamda Nagmeldin

“…BERT was used to extract the URLs’ text from the Phishing Site Predict dataset. …”
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Qsecr: secure QR code scanner according to a novel malicious URL detection framework. by Rafsanjani, Ahmad Sahban, Kamaruddin, Norshaliza, Mohd. Rusli,, Hazlifah, Dabbagh, Mohammad

“…Malicious Uniform Resource Locators (URLs) are the major issue posed by cybersecurity threats. …”
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QsecR: Secure QR Code Scanner According to a Novel Malicious URL Detection Framework by Ahmad Sahban Rafsanjani, Norshaliza Binti Kamaruddin, Hazlifah Mohd Rusli, Mohammad Dabbagh

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Optimized URL Feature Selection Based on Genetic-Algorithm-Embedded Deep Learning for Phishing Website Detection by Seok-Jun Bu, Hae-Jung Kim

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A Two-Stage Hybrid Approach for Phishing Attack Detection Using URL and Content Analysis in IoT by Yousif Mohammed Sahar, Aljanabi Mohammad, Mijwil Maad M., Ramadhan Ali J., Abotaleb Mostafa, Alkattan Hussein, Albadran Zainalabideen

“…This research suggests a two-stage hybrid strategy that uses both URL and content analysis to identify phishing assaults. …”
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Malicious URL Detection Using Decision Tree-based Lexical Features Selection and Multilayer Perceptron Model by Warmn Ahmed, Noor Ghazi M. Jameel

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