The Explainability–Reliability Gap in Fraud Detection: Evidence from SHAP and Permutation Importance Under Distribution Shift
Istiaque Bhuiyan, Rahma Mirza, Ariful Hoque, Tanvir Bhuiyan
0 citationsFinTech
Istiaque Bhuiyan
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8Publications signalées
5Citations signalées
1Affiliations récentes
Institutions déclarées
Domaines associés
Misinformation and Its ImpactsSpam and Phishing DetectionImbalanced Data Classification TechniquesFinTech, Crowdfunding, Digital FinanceTechnology Adoption and User Behaviour
Publications récentes
Scalable and interpretable fraud detection in FinTech: Evidence from a hybrid TabNet–Graph neural network framework
Haseeb Ahmad, Istiaque Bhuiyan, Tanvir Bhuiyan, Ariful Hoque
0 citationsThe Journal of Finance and Data Science
Beyond Generic Phishing Detection: Explainable AI for Finance-Adapted Models in Banking and Fintech
Istiaque Bhuiyan, Tanvir Bhuiyan
0 citationsFinTech
The Fragility of Phishing Detection Models: Evidence from Cross-Corpus Transfer, Prevalence Shift, Artifact Learning, and Evasion Risk
Istiaque Bhuiyan, Tanvir Bhuiyan
0 citationsBig Data and Cognitive Computing
Trust, Security, and Nonlinear Retention Dynamics in FinTech Neobanking: An Explainable Machine Learning (XAI) Approach
Istiaque Bhuiyan, Haseeb Ahmed, Ariful Hoque, Tanvir Bhuiyan
0 citationsFinTech
Trust, Security, and Nonlinear Retention Dynamics in FinTech Neobanking: An Explainable Machine Learning (XAI) Approach
Istiaque Bhuiyan, Haseeb Ahmed, Ariful Hoque, Tanvir Bhuiyan
2 citationsPreprints.org
The Fragility of Phishing Detection Models: Evidence from Cross-Corpus Transfer, Prevalence Shift, Artifact Learning, and Evasion Risk
Istiaque Bhuiyan, Tanvir Bhuiyan
1 citationPreprints.org
Beyond Generic Phishing Detection: Explainable AI for Finance-Adapted Models in Banking and Fintech
Istiaque Bhuiyan, Tanvir Bhuiyan
2 citationsPreprints.org
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