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Daniele Lunghi
Observed names:
LUNGHI, Daniele,
Lunghi, Daniele
Institutions:
Université Libre de Bruxelles,
University of Luxembourg,
National and Kapodistrian University of Athens,
Athena Research and Innovation Center In Information Communication & Knowledge Technologies,
Interdisciplinary Centre for Security, Reliability and Trust
Observed institutions:
Université Libre de Bruxelles,
University of Luxembourg,
National and Kapodistrian University of Athens,
Athena Research and Innovation Center In Information Communication & Knowledge Technologies,
Interdisciplinary Centre for Security, Reliability and Trust
ORCID:
0000-0003-1324-981X
Observed ORCID:
0000-0003-1324-981X
OpenAlex ID:
A5093357759
Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives
2023
·
Daniele Lunghi
, Alkis Simitsis
, et al.
·
27
PDF
An Adversary Model of Fraudsters’ Behavior to Improve Oversampling in Credit Card Fraud Detection
2023
·
Daniele Lunghi
, Gian Marco Paldino
, et al.
·
IEEE Access
·
19
PDF
Fraud-RLA: A Reinforcement Learning Adversarial Attack Against Credit Card Fraud Detection
2026
·
Daniele Lunghi
, Yannick Molinghen
, et al.
·
IEEE Transactions on Dependable and Secure Computing
·
15
PDF
Detecting Malicious Agent Skills in the Wild using Attention
2026
·
Etteib, Bacem
, Lunghi, Daniele
, et al.
·
arXiv (Cornell University)
·
9
PDF
Assessing adversarial attacks in real-world fraud detection
2024
·
Daniele Lunghi
, Alkis Simitsis
, et al.
·
IEEE International Conference on Web Services (ICWS)
·
5
Benchmarking Face Recognition without Real Faces
2026
·
Borsukiewicz, Paweł
, Lunghi, Daniele
, et al.
·
arXiv (Cornell University)
·
2
PDF
Have I Seen You? Embedding Behavior Signals Synthetic Face Dataset Membership
2026
·
Borsukiewicz, Paweł
, Lunghi, Daniele
, et al.
·
arXiv (Cornell University)
·
1
PDF
Not All Similarity Is Leakage: Distribution-Aware Identity Leakage Assessment in Synthetic Face Datasets
2026
·
Borsukiewicz, Paweł
, Lunghi, Daniele
, et al.
·
arXiv (Cornell University)
PDF
RiskyPy: Toward Automated Prompt Generation Tasks Calibrated to Model Proficiency for Joint Security and Functionality Evaluation of Generated Code
2026
·
Chenail-Larcher, Zacharie
, Lunghi, Daniele
, et al.
·
arXiv (Cornell University)
PDF
Adversarial Camouflage
2026
·
Borsukiewicz, Paweł
, Lunghi, Daniele
, et al.
·
arXiv (Cornell University)
PDF
Adversarial Learning for Fraud Detection
2026
·
Daniele Lunghi
, Alkis Simitsis
, et al.
·
Springer eBooks
PDF
Finding Leakage Where It Does Not Exist
2026
·
BORSUKIEWICZ, Pawel
, LUNGHI, Daniele
, et al.
·
Open Repository and Bibliography (University of Luxembourg)
PDF
Toward Robust Credit Card Fraud Detection: A Domain-Specific Study of Adversarial Machine Learning
2025
·
Lunghi, Daniele
·
Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)
PDF
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Works count:
13
Citation count:
78
H-index:
5
I10-index:
3
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