IP-Augmented Multi-Modal Malicious URL Detection Via Token-Contrastive Representation Enhancement and Multi-Granularity Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Tian, Ye, Yu, Yanqiu, Song, Liangliang, Liu, Zhiquan, Wang, Yanbin, Sun, Jianguo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
URL2Graph++: Unified Semantic-Structural-Character Learning for Malicious URL Detection
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
From Past to Present: A Survey of Malicious URL Detection Techniques, Datasets and Code Repositories
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
WebGuard++:Interpretable Malicious URL Detection via Bidirectional Fusion of HTML Subgraphs and Multi-Scale Convolutional BERT
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
Continuous Multi-Task Pre-training for Malicious URL Detection and Webpage Classification
by: Li, Yujie, et al.
Published: (2024)
by: Li, Yujie, et al.
Published: (2024)
KGBERT4Eth: A Feature-Complete Transformer Powered by Knowledge Graph for Multi-Task Ethereum Fraud Detection
by: Jia, Yifan, et al.
Published: (2025)
by: Jia, Yifan, et al.
Published: (2025)
MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection
by: Chen, Xuan, et al.
Published: (2026)
by: Chen, Xuan, et al.
Published: (2026)
Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection
by: Liang, Zhihong, et al.
Published: (2025)
by: Liang, Zhihong, et al.
Published: (2025)
Toward More Generalized Malicious URL Detection Models
by: Tsai, YunDa, et al.
Published: (2022)
by: Tsai, YunDa, et al.
Published: (2022)
ExDoS: Expert-Guided Dual-Focus Cross-Modal Distillation for Smart Contract Vulnerability Detection
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
PMANet: Malicious URL detection via post-trained language model guided multi-level feature attention network
by: Liu, Ruitong, et al.
Published: (2023)
by: Liu, Ruitong, et al.
Published: (2023)
A Graph-Attentive LSTM Model for Malicious URL Detection
by: Hossain, Md. Ifthekhar, et al.
Published: (2025)
by: Hossain, Md. Ifthekhar, et al.
Published: (2025)
Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud Detection
by: Sheng, Zhang, et al.
Published: (2025)
by: Sheng, Zhang, et al.
Published: (2025)
A New Dataset and Methodology for Malicious URL Classification
by: Schvartzman, Ilan, et al.
Published: (2024)
by: Schvartzman, Ilan, et al.
Published: (2024)
TransURL: Improving malicious URL detection with multi-layer Transformer encoding and multi-scale pyramid features
by: Liu, Ruitong, et al.
Published: (2023)
by: Liu, Ruitong, et al.
Published: (2023)
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding
by: Jia, Yifan, et al.
Published: (2025)
by: Jia, Yifan, et al.
Published: (2025)
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning
by: Sun, Jianguo, et al.
Published: (2024)
by: Sun, Jianguo, et al.
Published: (2024)
Malicious URL Detection using optimized Hist Gradient Boosting Classifier based on grid search method
by: Maftoun, Mohammad, et al.
Published: (2024)
by: Maftoun, Mohammad, et al.
Published: (2024)
Malicious Agent Detection for Robust Multi-Agent Collaborative Perception
by: Zhao, Yangheng, et al.
Published: (2023)
by: Zhao, Yangheng, et al.
Published: (2023)
RoBERTa-Augmented Synthesis for Detecting Malicious API Requests
by: Aharon, Udi, et al.
Published: (2024)
by: Aharon, Udi, et al.
Published: (2024)
Efficient Phishing URL Detection Using Graph-based Machine Learning and Loopy Belief Propagation
by: Guo, Wenye, et al.
Published: (2025)
by: Guo, Wenye, et al.
Published: (2025)
URL Inspection Tasks: Helping Users Detect Phishing Links in Emails
by: Lain, Daniele, et al.
Published: (2025)
by: Lain, Daniele, et al.
Published: (2025)
Attack Effect Model based Malicious Behavior Detection
by: Wang, Limin, et al.
Published: (2025)
by: Wang, Limin, et al.
Published: (2025)
Insight-LLM: LLM-enhanced Multi-view Fusion in Insider Threat Detection
by: Song, Chengyu, et al.
Published: (2025)
by: Song, Chengyu, et al.
Published: (2025)
Phishing URL Detection using Bi-LSTM
by: Baskota, Sneha
Published: (2025)
by: Baskota, Sneha
Published: (2025)
Advancing Malicious Website Identification: A Machine Learning Approach Using Granular Feature Analysis
by: Tran, Kinh, et al.
Published: (2024)
by: Tran, Kinh, et al.
Published: (2024)
A Multi-Functional Web Tool for Comprehensive Threat Detection Through IP Address Analysis
by: Tanan, Cebajel, et al.
Published: (2024)
by: Tanan, Cebajel, et al.
Published: (2024)
A Lightweight Hybrid MLP-Based Framework for Real-Time Phishing URL Detection Using Structural URL Features
by: Emmanuel, Uche Unoke, et al.
Published: (2026)
by: Emmanuel, Uche Unoke, et al.
Published: (2026)
Eliciting Least-to-Most Reasoning for Phishing URL Detection
by: Trikilis, Holly, et al.
Published: (2026)
by: Trikilis, Holly, et al.
Published: (2026)
Malicious Package Detection using Metadata Information
by: Halder, S., et al.
Published: (2024)
by: Halder, S., et al.
Published: (2024)
BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models
by: Yuan, Zenghui, et al.
Published: (2025)
by: Yuan, Zenghui, et al.
Published: (2025)
Improving Generalization on Cybersecurity Tasks with Multi-Modal Contrastive Learning
by: Huang, Jianan, et al.
Published: (2026)
by: Huang, Jianan, et al.
Published: (2026)
BinCtx: Multi-Modal Representation Learning for Robust Android App Behavior Detection
by: Liu, Zichen, et al.
Published: (2025)
by: Liu, Zichen, et al.
Published: (2025)
ContractShield: Bridging Semantic-Structural Gaps via Hierarchical Cross-Modal Fusion for Multi-Label Vulnerability Detection in Obfuscated Smart Contracts
by: Tran-Duong, Minh-Dai, et al.
Published: (2026)
by: Tran-Duong, Minh-Dai, et al.
Published: (2026)
Multi-Agent Systems Execute Arbitrary Malicious Code
by: Triedman, Harold, et al.
Published: (2025)
by: Triedman, Harold, et al.
Published: (2025)
VulStyle: A Multi-Modal Pre-Training for Code Stylometry-Augmented Vulnerability Detection
by: Biringa, Chidera, et al.
Published: (2026)
by: Biringa, Chidera, et al.
Published: (2026)
Intrusion Detection in Heterogeneous Networks with Domain-Adaptive Multi-Modal Learning
by: Varghese, Mabin Umman, et al.
Published: (2025)
by: Varghese, Mabin Umman, et al.
Published: (2025)
Vul-LMGNNs: Fusing language models and online-distilled graph neural networks for code vulnerability detection
by: Liu, Ruitong, et al.
Published: (2024)
by: Liu, Ruitong, et al.
Published: (2024)
DRIP: Defending Prompt Injection via Token-wise Representation Editing and Residual Instruction Fusion
by: Liu, Ruofan, et al.
Published: (2025)
by: Liu, Ruofan, et al.
Published: (2025)
A Novel Approach to Malicious Code Detection Using CNN-BiLSTM and Feature Fusion
by: Zhang, Lixia, et al.
Published: (2024)
by: Zhang, Lixia, et al.
Published: (2024)
Cross-Modal Phantom: Coordinated Camera-LiDAR Spoofing Against Multi-Sensor Fusion in Autonomous Vehicles
by: Khan, Shahriar Rahman, et al.
Published: (2026)
by: Khan, Shahriar Rahman, et al.
Published: (2026)
Similar Items
-
URL2Graph++: Unified Semantic-Structural-Character Learning for Malicious URL Detection
by: Tian, Ye, et al.
Published: (2025) -
From Past to Present: A Survey of Malicious URL Detection Techniques, Datasets and Code Repositories
by: Tian, Ye, et al.
Published: (2025) -
WebGuard++:Interpretable Malicious URL Detection via Bidirectional Fusion of HTML Subgraphs and Multi-Scale Convolutional BERT
by: Tian, Ye, et al.
Published: (2025) -
Continuous Multi-Task Pre-training for Malicious URL Detection and Webpage Classification
by: Li, Yujie, et al.
Published: (2024) -
KGBERT4Eth: A Feature-Complete Transformer Powered by Knowledge Graph for Multi-Task Ethereum Fraud Detection
by: Jia, Yifan, et al.
Published: (2025)