15 citations · 29 across the 13 of their papers we have counts for
5 papers · 1 filter
FedPNN: One-shot Federated Classification via Evolving Clustering Method and Probabilistic Neural Network hybrid
Polaki Durga Prasad, Yelleti Vivek, Vadlamani Ravi
Protecting data privacy is paramount in the fields such as finance, banking, and healthcare. Federated Learning (FL) has attracted widespread attention due to its decentralized, di…
ATM Fraud Detection using Streaming Data Analytics
Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane +1
Gaining the trust and confidence of customers is the essence of the growth and success of financial institutions and organizations. Of late, the financial industry is significantly…
Chaotic Variational Auto encoder-based Adversarial Machine Learning
Pavan Venkata Sainadh Reddy, Yelleti Vivek, Gopi Pranay +1
Machine Learning (ML) has become the new contrivance in almost every field. This makes them a target of fraudsters by various adversary attacks, thereby hindering the performance o…
Chaotic Variational Auto Encoder based One Class Classifier for Insurance Fraud Detection
K. S. N. V. K. Gangadhar, B. Akhil Kumar, Yelleti Vivek +1
Of late, insurance fraud detection has assumed immense significance owing to the huge financial & reputational losses fraud entails and the phenomenal success of the fraud detectio…
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection
Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane +1
Gaining the trust of customers and providing them empathy are very critical in the financial domain. Frequent occurrence of fraudulent activities affects these two factors. Hence,…