Fabio Roli
Università degli Studi di Cagliari
H-index: 79
Europe-Italy
Top articles of Fabio Roli
Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection
Engineering Applications of Artificial Intelligence
2024/7/1
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples
arXiv preprint arXiv:2404.19460
2024/4/30
Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks
IEEE Transactions on Intelligent Transportation Systems
2024/3/18
Machine learning security against data poisoning: Are we there yet?
2024/3/6
Adversarial mimicry attacks against image splicing forensics: An approach for jointly hiding manipulations and creating false detections
Pattern Recognition Letters
2024/3/1
Living-off-The-Land Reverse-Shell Detection by Informed Data Augmentation
arXiv preprint arXiv:2402.18329
2024/2/28
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
arXiv preprint arXiv:2402.17390
2024/2/27
Wooden spoon crack detection by prior knowledge-enriched deep convolutional network
Engineering Applications of Artificial Intelligence
2023/11/1
3D Face Reconstruction: The Road to Forensics
2023/10/21
Dropout injection at test time for post hoc uncertainty quantification in neural networks
Information Sciences
2023/10/1
Giorgio Fumera
H-Index: 26
Fabio Roli
H-Index: 51
Nebula: Self-Attention for Dynamic Malware Analysis
arXiv preprint arXiv:2310.10664
2023/9/19
Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces
2023/9/11
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting
2023/9/5
Minimizing energy consumption of deep learning models by energy-aware training
2023/9/5
Stateful detection of adversarial reprogramming
Information Sciences
2023/9/1
Wild patterns reloaded: A survey of machine learning security against training data poisoning
2023/7/13
Towards realistic fingerprint presentation attacks: The screenspoof method
Pattern Recognition Letters
2023/7/1
Gian Luca Marcialis
H-Index: 24
Fabio Roli
H-Index: 51
Why adversarial reprogramming works, when it fails, and how to tell the difference
Information Sciences
2023/6/1
BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and Decidability
2023/5/25
Evaluation of Robustness Metrics for Defense of Machine Learning Systems
2023/5/16
Co-Authors
