Joint Industry-Academic Collection (Traffik Analysis Hub)
Largest Human Trafficking Data in North America:
Other Datasets:
- IDTraffickers
- DIG/DARPA Memex Archive
- Global Victim-Perpetrator Synthetic Dataset
- Walk Free Global Slavery Index Dataset
- Human Trafficking Knowledge Base
- Global Human Trafficking Dataset
- Human Trafficking Indicators Dataset
- Walk Free Promised Land & Supply Chain Risks
- UK Modern Slavery Act Statement Registry
- Trafficking Analysis
- CTDC Human Trafficking Data Analysis
- The APG Transnational Crime Reports
- Home Office NRM Statistics Hub
- UK Data Services Portal
- HMRC DOTAS & POTAS
- UK ONS Human Trafficking
- UK Modern Slavery Act Research
- UK Human Trafficking
- Transnational Human Trafficking
GNN Papers:
- T-Net: Weakly Supervised Graph Learning for Combatting Human Trafficking
- IMBWatch: A Spatio-Temporal Graph Neural Network Framework
- Investigating Links between Illicit Massage Businesses through NLP and Graph Machine Learning
- Hybrid Transformer-GNN Frameworks for Digital Platform Detection
- Temporal-Attention GNNs for Supply Chain Modern Slavery Identification
- Analyzing Human Trafficking Networks Using Graph-Based Multi-Modal Fusion
- Inductive Graph-Sage (GraphSAGE) for Malicious Intent Detection
- Graph Autoencoders (GAEs) for Social Media Profiling & Bot Detection
- Multi-Modal Fusion Heterogeneous GNNs (Social Media Recruitment)
- The Trafficker's Pitch: Detecting Deceptive Recruitment in Online Job Boards
- Multi-Modal Behavior & Network Analysis for Combatting Child Grooming
- Filter-then-Verify: Inductive GNN and BERT Co-Attention Framework
- Relational Graph Convolutional Networks (R-GCN) for Fake "Agency" Detection
- Social Botnet Detection via Graph Autoencoders (GAEs)
- Hypergraph Neural Networks (HGNNs) for Coded Multi-Platform Evasion
- Algorithmic Exploitation in Social Media Human Trafficking and Strategies for Regulation
- Human Trafficking in Social Networks: A Review of Machine Learning Techniques
- Cyber Slavery: AI-Enabled Detection and National Countermeasures
- Online Chat Child Grooming and Exploitation Detection Using Phase-Aware Graph Neural Networks
- Detecting Cyberbullying and Coercive Intimidation on Social Networks via Multi-View Graph Neural Networks
- HOT-GNN: A Heterophily Outlier Temporal-Aware Graph Neural Network for Camouflaged Fraud and Coercion
- Hierarchical Emotion-Aware Graph Attention Networks for Online Grooming Detection
- Modeling Sociotechnical Dynamics and Coercive Trust Exploitation via Heterogeneous Graph Neural Networks
- Multi-Modal Affective Fusion over Graph Autoencoders for Detecting Financial Sextortion
- Temporal Graph Neural Networks with Affective Contagion for Insider Threat and Coercive Control
- Money Laundering Detection Using Graph Neural Networks Enhanced with Autoencoder Components
- Intelligent Anti-Money Laundering Transaction Pattern Recognition System Based on Graph Neural Networks
- Cyber Violence Text Classification Model Based on Graph Convolutional Networks and Syntactic Parsing
- SosNet: A Graph Convolutional Network Approach to Fine-Grained Cyberbullying Detection