Spatio-Temporal Directed Graph Learning for Account Takeover Fraud Detection
Fuente:
arXiv
Guardado en:
| Autores principales: | Kerdabadi, Mohsen Nayebi, Byron, William Andrew, Sun, Xin, Iranitalab, Amirfarrokh |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Meta-Learning on Augmented Gene Expression Profiles for Enhanced Lung Cancer Detection
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2024)
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2024)
Contrastive Learning on Medical Intents for Sequential Prescription Recommendation
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2024)
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2024)
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation
por: Kerdabadi, Mohsen Nayebi, et al.
Publicado: (2026)
por: Kerdabadi, Mohsen Nayebi, et al.
Publicado: (2026)
Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation
por: Kerdabadi, Mohsen Nayebi, et al.
Publicado: (2025)
por: Kerdabadi, Mohsen Nayebi, et al.
Publicado: (2025)
User-Adaptive Meta-Learning for Cold-Start Medication Recommendation with Uncertainty Filtering
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2026)
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2026)
SurvAttack: Black-Box Attack On Survival Models through Ontology-Informed EHR Perturbation
por: Kerdabadi, Mohsen Nayebi, et al.
Publicado: (2024)
por: Kerdabadi, Mohsen Nayebi, et al.
Publicado: (2024)
Fraud Detection in Cryptocurrency Markets with Spatio-Temporal Graph Neural Networks
por: Losavio, Lidia, et al.
Publicado: (2026)
por: Losavio, Lidia, et al.
Publicado: (2026)
Spatio-Temporal Graph Structure Learning for Earthquake Detection
por: Piriyasatit, Suchanun, et al.
Publicado: (2025)
por: Piriyasatit, Suchanun, et al.
Publicado: (2025)
Spatio-Temporal Graph Unlearning
por: Guo, Qiming, et al.
Publicado: (2025)
por: Guo, Qiming, et al.
Publicado: (2025)
Temporal-Aware Graph Attention Network for Cryptocurrency Transaction Fraud Detection
por: Zheng, Zhi, et al.
Publicado: (2025)
por: Zheng, Zhi, et al.
Publicado: (2025)
Leakage Safe Graph Features for Interpretable Fraud Detection in Temporal Transaction Networks
por: Khaleghpour, Hamideh, et al.
Publicado: (2026)
por: Khaleghpour, Hamideh, et al.
Publicado: (2026)
Modeling Spectral Energy Shifts in Spatio-Temporal Graph Anomaly Detection
por: Liu, Yilin, et al.
Publicado: (2026)
por: Liu, Yilin, et al.
Publicado: (2026)
Temporal Graph MLP Mixer for Spatio-Temporal Forecasting
por: Bilal, Muhammad, et al.
Publicado: (2025)
por: Bilal, Muhammad, et al.
Publicado: (2025)
Causality-inspired Federated Learning for Dynamic Spatio-Temporal Graphs
por: Liu, Yuxuan, et al.
Publicado: (2026)
por: Liu, Yuxuan, et al.
Publicado: (2026)
Prompt-Based Spatio-Temporal Graph Transfer Learning
por: Hu, Junfeng, et al.
Publicado: (2024)
por: Hu, Junfeng, et al.
Publicado: (2024)
FraudTransformer: Time-Aware GPT for Transaction Fraud Detection
por: Aminian, Gholamali, et al.
Publicado: (2025)
por: Aminian, Gholamali, et al.
Publicado: (2025)
Synthetic Tabular Generators Fail to Preserve Behavioral Fraud Patterns: A Benchmark on Temporal, Velocity, and Multi-Account Signals
por: Sajja, Bhavana
Publicado: (2026)
por: Sajja, Bhavana
Publicado: (2026)
Spatio-Temporal Graph Convolutional Networks: Optimised Temporal Architecture
por: Turner, Edward
Publicado: (2025)
por: Turner, Edward
Publicado: (2025)
A Label-Free Heterophily-Guided Approach for Unsupervised Graph Fraud Detection
por: Pan, Junjun, et al.
Publicado: (2025)
por: Pan, Junjun, et al.
Publicado: (2025)
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning
por: Hu, Junfeng, et al.
Publicado: (2023)
por: Hu, Junfeng, et al.
Publicado: (2023)
Multi-Factor Spatio-Temporal Prediction based on Graph Decomposition Learning
por: Ji, Jiahao, et al.
Publicado: (2023)
por: Ji, Jiahao, et al.
Publicado: (2023)
Mitigating Message Imbalance in Fraud Detection with Dual-View Graph Representation Learning
por: Song, Yudan, et al.
Publicado: (2025)
por: Song, Yudan, et al.
Publicado: (2025)
Spatio-Temporal Graphs Beyond Grids: Benchmark for Maritime Anomaly Detection
por: Kim, Jeehong, et al.
Publicado: (2025)
por: Kim, Jeehong, et al.
Publicado: (2025)
Robust and Conjugate Spatio-Temporal Gaussian Processes
por: Laplante, William, et al.
Publicado: (2025)
por: Laplante, William, et al.
Publicado: (2025)
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
por: Bastos, Anson, et al.
Publicado: (2024)
por: Bastos, Anson, et al.
Publicado: (2024)
SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning
por: Li, Kaidi, et al.
Publicado: (2024)
por: Li, Kaidi, et al.
Publicado: (2024)
Spatio-Temporal Trajectory Foundation Model - Recent Advances and Future Directions
por: Yang, Sean Bin, et al.
Publicado: (2025)
por: Yang, Sean Bin, et al.
Publicado: (2025)
Graph-Based Fraud Detection with Dual-Path Graph Filtering
por: He, Wei, et al.
Publicado: (2026)
por: He, Wei, et al.
Publicado: (2026)
What Capable Agents Must Know: Selection Theorems for Robust Decision-Making under Uncertainty
por: Nayebi, Aran
Publicado: (2026)
por: Nayebi, Aran
Publicado: (2026)
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning
por: Sun, Jianguo, et al.
Publicado: (2024)
por: Sun, Jianguo, et al.
Publicado: (2024)
GraphGuard: Contrastive Self-Supervised Learning for Credit-Card Fraud Detection in Multi-Relational Dynamic Graphs
por: Reynisson, Kristófer, et al.
Publicado: (2024)
por: Reynisson, Kristófer, et al.
Publicado: (2024)
Dynamic Fraud Detection: Integrating Reinforcement Learning into Graph Neural Networks
por: Dong, Yuxin, et al.
Publicado: (2024)
por: Dong, Yuxin, et al.
Publicado: (2024)
Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs
por: Arndt, Jost, et al.
Publicado: (2025)
por: Arndt, Jost, et al.
Publicado: (2025)
Beyond Marginals: Learning Joint Spatio-Temporal Patterns for Multivariate Anomaly Detection
por: Roy, Padmaksha, et al.
Publicado: (2025)
por: Roy, Padmaksha, et al.
Publicado: (2025)
Riemannian Liquid Spatio-Temporal Graph Network
por: Lu, Liangsi, et al.
Publicado: (2026)
por: Lu, Liangsi, et al.
Publicado: (2026)
Efflex: Efficient and Flexible Pipeline for Spatio-Temporal Trajectory Graph Modeling and Representation Learning
por: Cheng, Ming, et al.
Publicado: (2024)
por: Cheng, Ming, et al.
Publicado: (2024)
STHFL: Spatio-Temporal Heterogeneous Federated Learning
por: Guo, Shunxin, et al.
Publicado: (2025)
por: Guo, Shunxin, et al.
Publicado: (2025)
A Hierarchical Framework with Spatio-Temporal Consistency Learning for Emergence Detection in Complex Adaptive Systems
por: Chen, Siyuan, et al.
Publicado: (2024)
por: Chen, Siyuan, et al.
Publicado: (2024)
Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter
por: Asres, Mulugeta Weldezgina, et al.
Publicado: (2023)
por: Asres, Mulugeta Weldezgina, et al.
Publicado: (2023)
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks
por: Duan, Yifan, et al.
Publicado: (2024)
por: Duan, Yifan, et al.
Publicado: (2024)
Ejemplares similares
-
Meta-Learning on Augmented Gene Expression Profiles for Enhanced Lung Cancer Detection
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2024) -
Contrastive Learning on Medical Intents for Sequential Prescription Recommendation
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2024) -
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation
por: Kerdabadi, Mohsen Nayebi, et al.
Publicado: (2026) -
Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation
por: Kerdabadi, Mohsen Nayebi, et al.
Publicado: (2025) -
User-Adaptive Meta-Learning for Cold-Start Medication Recommendation with Uncertainty Filtering
por: Moghaddam, Arya Hadizadeh, et al.
Publicado: (2026)