Detecting Deceptive Recruitment: A Signal-theoretic Machine Learning Framework for Early Identification of Labour Exploitation

arXiv:2609.20336 · cs.CY, cs.LG · Submitted 2026-09-17 · Read on arXiv

cs.CY, cs.LG

Submitted: 2026-09-17

Updated: 2026-09-17

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• AUC — 40× in this paper · explained in 2 episodes
• Embeddings — 18× in this paper · explained in 2 episodes
• Feature Engineering — 13× in this paper · explained in 3 episodes
• Random Forest — 11× in this paper
• Ablation — 9× in this paper · explained in 1 episode
• Operational Research — 8× in this paper
• Resource Constraints — 8× in this paper · explained in 3 episodes
• Verification — 8× in this paper · explained in 2 episodes
• Interpretability — 7× in this paper · explained in 15 episodes
• Information Asymmetry — 6× in this paper · explained in 2 episodes
• SHAP values — 6× in this paper · explained in 2 episodes
• Calibration — 5× in this paper · explained in 7 episodes
• Accountability — 4× in this paper · explained in 2 episodes
• Accuracy — 4× in this paper · explained in 1 episode
• Explainability — 4× in this paper · explained in 3 episodes
• Adaptation — 3× in this paper · explained in 1 episode
• Feature Extraction — 3× in this paper · explained in 2 episodes
• Generative AI — 3× in this paper · explained in 2 episodes
• Ablation Studies — 2× in this paper · explained in 1 episode
• Provenance — 2× in this paper · explained in 4 episodes
• Ablation study — 1× in this paper · explained in 1 episode
• Actor — 1× in this paper · explained in 3 episodes
• Causal Understanding — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Information-Theoretic Framework — 1× in this paper · explained in 2 episodes
• Institute for Human Rights and Business — 1× in this paper
• International Labour Organization — 1× in this paper
• Multimodal Integration — 1× in this paper · explained in 2 episodes
• Transferability — 1× in this paper · explained in 4 episodes
• Uncertainty Quantification — 1× in this paper · explained in 8 episodes
• United Nations Office on Drugs and Crime — 1× in this paper

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