2 papers
cs.CR2025
Foe for Fraud: Transferable Adversarial Attacks in Credit Card Fraud Detection
Jan Lum Fok, Qingwen Zeng, Shiping Chen +2
Credit card fraud detection (CCFD) is a critical application of Machine Learning (ML) in the financial sector, where accurately identifying fraudulent transactions is essential for…
cs.LG2025
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
Huan Wang, Haoran Li, Huaming Chen +5
With the advancement of edge computing, federated learning (FL) displays a bright promise as a privacy-preserving collaborative learning paradigm. However, one major challenge for…