Cover Image

A Machine Learning Driven Website Platform and Browser Extension for Real-time Scoring and Fraud Detection for Website Legitimacy Verification and Consumer Protection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chy, Md Kamrul Hasan, Buadi, Obed Nana
Format:	Preprint
Published:	2024
Subjects:	Cryptography and Security Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Proactive Fraud Defense: Machine Learning's Evolving Role in Protecting Against Online Fraud
by: Chy, Md Kamrul Hasan
Published: (2024)

Towards Benchmark Datasets for Machine Learning Based Website Phishing Detection: An experimental study
by: Hannousse, Abdelhakim, et al.
Published: (2020)

PhishGuard: A Multi-Layered Ensemble Model for Optimal Phishing Website Detection
by: Ovi, Md Sultanul Islam, et al.
Published: (2024)

PhishSSL: Self-Supervised Contrastive Learning for Phishing Website Detection
by: Li, Wenhao, et al.
Published: (2025)

Towards Browser Controls to Protect Cookies from Malicious Extensions
by: Tyler, Liam, et al.
Published: (2024)

Phishing Website Detection through Multi-Model Analysis of HTML Content
by: Çolhak, Furkan, et al.
Published: (2024)

Seamless Website Fingerprinting in Multiple Environments
by: Song, Chuxu, et al.
Published: (2024)

Advancing Malicious Website Identification: A Machine Learning Approach Using Granular Feature Analysis
by: Tran, Kinh, et al.
Published: (2024)

PersonaFingerprint: Measuring Persona Inference on Modern Websites with LLM-Driven Browsing
by: Song, Chuxu, et al.
Published: (2026)

ScamFerret: Detecting Scam Websites Autonomously with Large Language Models
by: Nakano, Hiroki, et al.
Published: (2025)

Redefining Website Fingerprinting Attacks With Multiagent LLMs
by: Song, Chuxu, et al.
Published: (2025)

A Sophisticated Framework for the Accurate Detection of Phishing Websites
by: Newaz, Asif, et al.
Published: (2024)

PhishDebate: An LLM-Based Multi-Agent Framework for Phishing Website Detection
by: Li, Wenhao, et al.
Published: (2025)

End-to-End Multi-Tab Website Fingerprinting Attack: A Detection Perspective
by: Chen, Mantun, et al.
Published: (2022)

Reality Check for Tor Website Fingerprinting in the Open World
by: Shadbeh, Mohammadhamed, et al.
Published: (2026)

A Measurement of Genuine Tor Traces for Realistic Website Fingerprinting
by: Jansen, Rob, et al.
Published: (2024)

Self-Defense: Optimal QIF Solutions and Application to Website Fingerprinting
by: Athanasiou, Andreas, et al.
Published: (2024)

A Study on Malicious Browser Extensions in 2025
by: Singh, Shreya, et al.
Published: (2025)

Phishing Website Detection Using a Combined Model of ANN and LSTM
by: Farooq, Muhammad Shoaib, et al.
Published: (2024)

PhishNet: A Phishing Website Detection Tool using XGBoost
by: Kumar, Prashant, et al.
Published: (2024)

LLM Agents can Autonomously Hack Websites
by: Fang, Richard, et al.
Published: (2024)

Towards Robust Multi-tab Website Fingerprinting
by: Deng, Xinhao, et al.
Published: (2025)

Quantification and Modeling of Broken Links Prevalence in Hyper Traffic Websites Homepages
by: Mouchoux, Ronan, et al.
Published: (2024)

WFCAT: Augmenting Website Fingerprinting with Channel-wise Attention on Timing Features
by: Gong, Jiajun, et al.
Published: (2024)

The Performance of Sequential Deep Learning Models in Detecting Phishing Websites Using Contextual Features of URLs
by: Gopali, Saroj, et al.
Published: (2024)

SAT-BO: Verification Rule Learning and Optimization for FraudTransaction Detection
by: Luo, Mao, et al.
Published: (2025)

Just Dork and Crawl: Measuring Illegal Online Gambling Defacement in Indonesian Websites
by: Zagi, Luqman Muhammad, et al.
Published: (2025)

LOKI: Proactively Discovering Online Scam Websites by Mining Toxic Search Queries
by: Paudel, Pujan, et al.
Published: (2025)

Optimized Approaches to Malware Detection: A Study of Machine Learning and Deep Learning Techniques
by: Fahim, Abrar, et al.
Published: (2025)

Shy Guys: A Light-Weight Approach to Detecting Robots on Websites
by: Van Boxem, Rémi, et al.
Published: (2026)

Small Language Models for Phishing Website Detection: Cost, Performance, and Privacy Trade-Offs
by: Goldenits, Georg, et al.
Published: (2025)

A Large-Scale Analysis of Phishing Websites Hosted on Free Web Hosting Domains
by: Roy, Sayak Saha, et al.
Published: (2022)

DEMUX: Boundary-Aware Multi-Scale Traffic Demixing for Multi-Tab Website Fingerprinting
by: Yuan, Yali, et al.
Published: (2026)

A Comprehensive Survey of Website Fingerprinting Attacks and Defenses in Tor: Advances and Open Challenges
by: Cui, Yuwen, et al.
Published: (2025)

FraudFox: Adaptable Fraud Detection in the Real World
by: Butler, Matthew, et al.
Published: (2026)

Manifest V3 Unveiled: Navigating the New Era of Browser Extensions
by: Pantelaios, Nikolaos, et al.
Published: (2024)

What is in the Chrome Web Store? Investigating Security-Noteworthy Browser Extensions
by: Hsu, Sheryl, et al.
Published: (2024)

Guardians of the Web: The Evolution and Future of Website Information Security
by: Islam, Md Saiful, et al.
Published: (2025)

PrismWF: A Multi-Granularity Patch-Based Transformer for Robust Website Fingerprinting Attack
by: Pan, Yuhao, et al.
Published: (2026)

Analyzing the Impact of Copying-and-Pasting Vulnerable Solidity Code Snippets from Question-and-Answer Websites
by: Weiss, Konrad, et al.
Published: (2024)