Roli Fabio
UniCa About Professors and Researchers Fabio Roli Research Research outcomes (IRIS)

Fabio Roli

Showing results 1 to 50 of 405
Title Issue Date Author(s) Journal Publisher
Buffer-free class-incremental learning with out-of-distribution detection 1-Jan-2026 Gupta, Srishti; Angioni, Daniele; Pintor, Maura; Demontis, Ambra; Schönherr, Lea; Roli, Fabio; Biggio, Battista PATTERN RECOGNITION -
Sonic: Fast and transferable data poisoning on clustering algorithms 1-Jan-2026 Villani, Francesco; Lazzaro, Dario; Emanuele Cinà, Antonio; Dell'Amico, Matteo; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
Robust Large-Scale Detection of Living-Off-the-Land Reverse Shells via Data Synthesis 1-Jan-2026 Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Roli, Fabio ACM TRANSACTIONS ON PRIVACY AND SECURITY -
Poison once, fool many: practical poisoning attacks against text-to-image retrieval systems 1-Jan-2026 Lazzaro, Dario; Mura, Raffaele; Ciná, Antonio Emanuele; Laurita, Giuseppe; Vercelli, Gianni; Oneto, Luca; Biggio, Battista; Roli, Fabio KNOWLEDGE-BASED SYSTEMS -
SOM directions are better than one: multi-directional refusal suppression in language models 1-Jan-2026 Piras, Giorgio; Mura, Raffaele; Brau, Fabio; Oneto, Luca; Roli, Fabio; Biggio, Battista - -
On the robustness of adversarial training against uncertainty attacks 1-Jan-2026 Ledda, Emanuele; Scodeller, Giovanni; Angioni, Daniele; Piras, Giorgio; Cinà, Antonio Emanuele; Fumera, Giorgio; Biggio, Battista; Roli, Fabio PATTERN RECOGNITION -
Demystifying the role of rule-based detection in AI systems for Windows malware detection 1-Jan-2025 Ponte, Andrea; Demetrio, Luca; Oneto, Luca; Ogbu, Ivan Tesfai; Biggio, Battista; Roli, Fabio - Institute of Electrical and Electronics Engineers Inc.
Energy-latency attacks via sponge poisoning 1-Jan-2025 Cinà, Antonio Emanuele; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello INFORMATION SCIENCES -
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples 1-Jan-2025 Cinà, Antonio Emanuele; Rony, Jérôme; Pintor, Maura; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Ayed, Ismail Ben; Roli, Fabio - -
Adversarial pruning: A survey and benchmark of pruning methods for adversarial robustness 1-Jan-2025 Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio PATTERN RECOGNITION -
Robust image classification with multi-modal large language models 1-Jan-2025 Villani, Francesco; Maljkovic, Igor; Lazzaro, Dario; Sotgiu, Angelo; Cinà, Antonio Emanuele; Roli, Fabio PATTERN RECOGNITION LETTERS -
HO-FMN: Hyperparameter optimization for fast minimum-norm attacks 1-Jan-2025 Mura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio NEUROCOMPUTING -
Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection 1-Jan-2024 Gao, Jie; Micheletto, Marco; Orru', Giulia; Concas, Sara; Feng, Xiaoyi; Marcialis, Gian Luca; Roli, Fabio ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE -
Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks 1-Jan-2024 Li, Zhishan; Chen, Hongxu; Biggio, Battista; He, Yifan; Cai, Haoran; Roli, Fabio; Xie, Lei IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS -
Machine Learning Security Against Data Poisoning: Are We There Yet? 1-Jan-2024 Cinà, Antonio Emanuele; Grosse, Kathrin; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello COMPUTER -
Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces 1-Jan-2024 Gao, Jie; Concas, Sara; Orru', Giulia; Feng, Xiaoyi; Marcialis, Gian Luca; Roli, Fabio - -
Nebula: Self-Attention for Dynamic Malware Analysis 1-Jan-2024 Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Roli, Fabio IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY -
Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions 1-Jan-2024 Cinà, A. E.; Grosse, K.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS -
AI Security and Safety: The PRALab Research Experience 1-Jan-2023 Demontis, Ambra; Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Angioni, Daniele; Piras, Giorgio; Gupta, Srishti; Biggio, Battista; Roli, Fabio - CEUR-WS Team, Redaktion Sun SITE
Hardening RGB-D object recognition systems against adversarial patch attacks 1-Jan-2023 Zheng, Yang; Demetrio, Luca; Cinà, Antonio Emanuele; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
Stateful detection of adversarial reprogramming 1-Jan-2023 Zheng, Yang; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
Why adversarial reprogramming works, when it fails, and how to tell the difference 1-Jan-2023 Zheng, Yang; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Pintor, Maura; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
Dropout injection at test time for post hoc uncertainty quantification in neural networks 1-Jan-2023 Ledda, E; Fumera, G; Roli, F INFORMATION SCIENCES -
BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and Decidability 1-Jan-2023 Chang, X.; Dost, K.; Zhao, K.; Demontis, A.; Roli, F.; Dobbie, G.; Wicker, J. - SPRINGER INTERNATIONAL PUBLISHING AG
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting 1-Jan-2023 Ledda, E.; Delussu, R.; Putzu, L.; Fumera, G.; Roli, F. - -
Adversarial Attacks Against Uncertainty Quantification 1-Jan-2023 Ledda, Emanuele; Angioni, Daniele; Piras, Giorgio; Fumera, Giorgio; Biggio, Battista; Roli, Fabio - IEEE COMPUTER SOC
Cybersecurity and AI: The PRALab Research Experience 1-Jan-2023 Pintor, Maura; Orru, Giulia; Maiorca, Davide; Demontis, Ambra; Demetrio, Luca; Marcialis, GIAN LUCA; Biggio, Battista; Roli, Fabio - CEUR-WS Team, Redaktion Sun SITE
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning 1-Jan-2023 Emanuele Cinà, Antonio; Grosse, Kathrin; Demontis, Ambra; Vascon, Sebastiano; Zellinger, Werner; Moser, Bernhard A.; Oprea, Alina; Biggio, Battista; Pelillo, Marcello; Roli, Fabio ACM COMPUTING SURVEYS -
ImageNet-Patch: a dataset for benchmarking machine learning robustness against adversarial patches 1-Jan-2023 Pintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio PATTERN RECOGNITION -
3D Face Reconstruction: the Road to Forensics 1-Jan-2023 Cava, Simone Maurizio La; Orru', Giulia; Drahansky, Martin; Marcialis, Gian Luca; Roli, Fabio ACM COMPUTING SURVEYS -
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training 1-Jan-2023 Lazzaro, Dario; Cinà, Antonio Emanuele; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello - -
Analysis of Score-Level Fusion Rules for Deepfake Detection 1-Jan-2022 Concas, S; La Cava, Sm; Orru', G; Cuccu, C; Gao, J; Feng, Xy; Marcialis, Gl; Roli, F APPLIED SCIENCES -
Experimental Results on Multi-modal Deepfake Detection 1-Jan-2022 Concas, S.; Gao, J.; Cuccu, C.; Orru', G.; Feng, X.; Marcialis, G. L.; Puglisi, G.; Roli, F. - -
Do gradient-based explanations tell anything about adversarial robustness to android malware? 1-Jan-2022 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS -
Attention-Based Adversarial Robust Distillation in Radio Signal Classifications for Low-Power IoT Devices 1-Jan-2022 Zhang, Lu; Lambotharan, Sangarapillai; Zheng, Gan; Liao, Guisheng; Assadhan, Basil; Roli, Fabio IEEE INTERNET OF THINGS JOURNAL -
Towards realistic fingerprint presentation attacks: The ScreenSpoof method 1-Jan-2022 Casula, Roberto; Micheletto, Marco; Orru', Giulia; Marcialis, Gian Luca; Roli, Fabio PATTERN RECOGNITION LETTERS -
Practical Attacks on Machine Learning: A Case Study on Adversarial Windows Malware 1-Jan-2022 Demetrio, L; Biggio, B; Roli, F IEEE SECURITY & PRIVACY -
A Hybrid Training-Time and Run-Time Defense Against Adversarial Attacks in Modulation Classification 1-Jan-2022 Zhang, L; Lambotharan, S; Zheng, G; Liao, Gs; Demontis, A; Roli, F IEEE WIRELESS COMMUNICATIONS LETTERS -
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples 1-Jan-2022 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Demontis, Ambra; Carlini, Nicholas; Biggio, Battista; Roli, Fabio - Neural information processing systems foundation
On the Evaluation of Video-Based Crowd Counting Models 1-Jan-2022 Ledda, E.; Putzu, L.; Delussu, R.; Fumera, G.; Roli, F. - -
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers 1-Jan-2022 Melacci, S.; Ciravegna, G.; Sotgiu, A.; Demontis, A.; Biggio, B.; Gori, M.; Roli, F. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE -
Detecting Anomalies from Video-Sequences: a Novel Descriptor 1-Jan-2021 Orru', G.; Ghiani, D.; Pintor, M.; Marcialis, G. L.; Roli, F. - Institute of Electrical and Electronics Engineers
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection 1-Jan-2021 Demetrio, L.; Coull, S. E.; Biggio, B.; Lagorio, G.; Armando, A.; Roli, F. ACM TRANSACTIONS ON PRIVACY AND SECURITY -
Functionality-preserving black-box optimization of adversarial windows malware 1-Jan-2021 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY -
Countermeasures Against Adversarial Examples in Radio Signal Classification 1-Jan-2021 Zhang, Lu; Lambotharan, Sangarapillai; Zheng, Gan; Assadhan, Basil; Roli, Fabio IEEE WIRELESS COMMUNICATIONS LETTERS -
Slope: A First-order Approach for Measuring Gradient Obfuscation 1-Jan-2021 Pintor, M.; Demetrio, L.; Manca, G.; Biggio, B.; Roli, F. - -
Fast minimum-norm adversarial attacks through adaptive norm constraints 1-Jan-2021 Pintor, Maura; Roli, Fabio; Brendel, Wieland; Biggio, Battista - -
EEG personal recognition based on ‘qualified majority’ over signal patches 1-Jan-2021 Panzino, Andrea; Orru', Giulia; Marcialis, GIAN LUCA; Roli, Fabio IET BIOMETRICS -
Fingerprint recognition with embedded presentation attacks detection: are we ready? 1-Jan-2021 Micheletto, M.; Marcialis, G. L.; Orru', G.; Roli, F. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY -
Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? 1-Jan-2021 Casula, R.; Orru', G.; Angioni, D.; Feng, X.; Marcialis, G. L.; Roli, F. - Institute of Electrical and Electronics Engineers
Showing results 1 to 50 of 405
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