Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives. - Daniele Lunghi; Alkis Simitsis; Olivier Caelen; Gianluca Bontempi (DEC@SIGMOD, 2023)

An Adversary Model of Fraudsters' Behavior to Improve Oversampling in Credit Card Fraud Detection. - Daniele Lunghi; Gian Marco Paldino; Olivier Caelen; Gianluca Bontempi (IEEE Access, 2023)

Assessing adversarial attacks in real-world fraud detection. - Daniele Lunghi; Alkis Simitsis; Gianluca Bontempi (ICWS, 2024)

FRAUD-RLA: A new reinforcement learning adversarial attack against credit card fraud detection. - Daniele Lunghi; Yannick Molinghen; Alkis Simitsis; Tom Lenaerts; Gianluca Bontempi (CoRR, 2025)