URLTran: Improving Phishing URL Detection Using Transformers

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URLTran: Improving Phishing URL Detection Using Transformers

9 June 2021

Pranav Maneriker

Edir Garcia Lazo

Farid Tajaddodianfar

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Papers citing "URLTran: Improving Phishing URL Detection Using Transformers"

17 / 17 papers shown

Title
PhishDebate: An LLM-Based Multi-Agent Framework for Phishing Website Detection Wenhao Li S. Manickam Yung-wey Chong Shankar Karuppayah LLMAG 40 0 0 18 Jun 2025
From Texts to Shields: Convergence of Large Language Models and Cybersecurity Tao Li Ya-Ting Yang Yunian Pan Quanyan Zhu 134 0 0 01 May 2025
Efficient Phishing URL Detection Using Graph-based Machine Learning and Loopy Belief Propagation Wenye Guo Qun Wang Hao Yue Haijian Sun R. Hu 43 1 0 12 Jan 2025
Evaluating Large Language Models' Capability to Launch Fully Automated Spear Phishing Campaigns: Validated on Human Subjects Fred Heiding Simon Lermen Andrew Kao B. Schneier A. Vishwanath 159 9 0 30 Nov 2024
LLMs are One-Shot URL Classifiers and Explainers Fariza Rashid Nishavi Ranaweera Ben Doyle Suranga Seneviratne LRM 85 3 0 22 Sep 2024
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification Abdelkader El Mahdaouy Salima Lamsiyah Meryem Janati Idrissi H. Alami Zakaria Yartaoui Ismail Berrada 53 3 0 13 Sep 2024
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection Tri Cao Chengyu Huang Yuexin Li Huilin Wang Amy He Nay Oo Bryan Hooi LLMAG OffRL 166 7 0 20 Aug 2024
KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection Yuexin Li Chengyu Huang Shumin Deng Mei Lin Lock Tri Cao Nay Oo Hoon Wei Lim Bryan Hooi 111 21 0 04 Mar 2024
An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach Mohammad Amaz Uddin Iqbal H. Sarker 75 18 0 21 Feb 2024
Fed-urlBERT: Client-side Lightweight Federated Transformers for URL Threat Analysis Yujie Li Yanbin Wang Peiyue Li Yifan Jia Fan Zhang Ruitong Liu Wenrui Ma 26 2 0 06 Dec 2023
TransURL: Improving malicious URL detection with multi-layer Transformer encoding and multi-scale pyramid features Ruitong Liu Yanbin Wang Yifan Jia Peiyue Li Zhan Qin Wenrui Ma Fan Zhang AI4TS ViT 55 10 0 01 Dec 2023
An Improved Transformer-based Model for Detecting Phishing, Spam, and Ham: A Large Language Model Approach Suhaima Jamal H. Wimmer 90 21 0 01 Nov 2023
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content Pervaiz Iqbal Khan Muhammad Nabeel Asim Andreas Dengel Sheraz Ahmed 33 1 0 29 Oct 2023
Devising and Detecting Phishing: Large Language Models vs. Smaller Human Models Fredrik Heiding B. Schneier A. Vishwanath Jeremy Bernstein Peter S. Park 71 31 0 23 Aug 2023
A Review of Data-driven Approaches for Malicious Website Detection Zeyuan Hu Ziang Yuan AAML 37 2 0 16 May 2023
Web Content Filtering through knowledge distillation of Large Language Models Tamás Vörös Sean P. Bergeron Konstantin Berlin 83 7 0 08 May 2023
Systematic Literature Review: Anti-Phishing Defences and Their Application to Before-the-click Phishing Email Detection T. Wood Vitor Basto-Fernandes E. Boiten I. Yevseyeva AAML 52 3 0 27 Apr 2022