3 papers
cs.LG2024
Financial Fraud Detection using Jump-Attentive Graph Neural Networks
Prashank Kadam
As the availability of financial services online continues to grow, the incidence of fraud has surged correspondingly. Fraudsters continually seek new and innovative ways to circum…
cs.LG2024
Enhancing Financial Fraud Detection with Human-in-the-Loop Feedback and Feedback Propagation
Prashank Kadam
Human-in-the-loop (HITL) feedback mechanisms can significantly enhance machine learning models, particularly in financial fraud detection, where fraud patterns change rapidly, and…
cs.CE2024
GPT-Guided Monte Carlo Tree Search for Symbolic Regression in Financial Fraud Detection
Prashank Kadam
With the increasing number of financial services available online, the rate of financial fraud has also been increasing. The traffic and transaction rates on the internet have incr…