Daniele Lunghi

According to our database, Daniele Lunghi authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Adversarial Camouflage.

Pawel Borsukiewicz, Daniele Lunghi, Melissa Tessa, Jacques Klein, Tegawendé F. Bissyandé

CoRR, March, 2026

Fraud-RLA: A Reinforcement Learning Adversarial Attack Against Credit Card Fraud Detection.

Daniele Lunghi, Yannick Molinghen, Alkis Simitsis, Tom Lenaerts, Gianluca Bontempi

IEEE Trans. Dependable Secur. Comput., 2026

2025

FRAUD-RLA: A new reinforcement learning adversarial attack against credit card fraud detection.

Daniele Lunghi, Yannick Molinghen, Alkis Simitsis, Tom Lenaerts, Gianluca Bontempi

CoRR, February, 2025

2024

Assessing adversarial attacks in real-world fraud detection.

Daniele Lunghi, Alkis Simitsis, Gianluca Bontempi

Proceedings of the IEEE International Conference on Web Services, 2024

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

Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives.

Daniele Lunghi, Alkis Simitsis, Olivier Caelen, Gianluca Bontempi

Proceedings of the Second ACM Data Economy Workshop, 2023