Sfoglia per Autore
Analysis of Score-Level Fusion Rules for Deepfake Detection
2022-01-01 Concas, S; La Cava, Sm; Orru', G; Cuccu, C; Gao, J; Feng, Xy; Marcialis, Gl; Roli, F
Do gradient-based explanations tell anything about adversarial robustness to android malware?
2022-01-01 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F.
Experimental Results on Multi-modal Deepfake Detection
2022-01-01 Concas, S.; Gao, J.; Cuccu, C.; Orru', G.; Feng, X.; Marcialis, G. L.; Puglisi, G.; Roli, F.
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers
2022-01-01 Melacci, S.; Ciravegna, G.; Sotgiu, A.; Demontis, A.; Biggio, B.; Gori, M.; Roli, F.
On the Evaluation of Video-Based Crowd Counting Models
2022-01-01 Ledda, E.; Putzu, L.; Delussu, R.; Fumera, G.; Roli, F.
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
2022-01-01 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Demontis, Ambra; Carlini, Nicholas; Biggio, Battista; Roli, Fabio
Attention-Based Adversarial Robust Distillation in Radio Signal Classifications for Low-Power IoT Devices
2022-01-01 Zhang, Lu; Lambotharan, Sangarapillai; Zheng, Gan; Liao, Guisheng; Assadhan, Basil; Roli, Fabio
Online domain adaptation for person Re-identification with a human in the loop
2021-01-01 Delussu, R.; Putzu, L.; Fumera, G.; Roli, F.
Countermeasures Against Adversarial Examples in Radio Signal Classification
2021-01-01 Zhang, Lu; Lambotharan, Sangarapillai; Zheng, Gan; Assadhan, Basil; Roli, Fabio
Fingerprint recognition with embedded presentation attacks detection: are we ready?
2021-01-01 Micheletto, M.; Marcialis, G. L.; Orru', G.; Roli, F.
Slope: A First-order Approach for Measuring Gradient Obfuscation
2021-01-01 Pintor, M.; Demetrio, L.; Manca, G.; Biggio, B.; Roli, F.
Fast minimum-norm adversarial attacks through adaptive norm constraints
2021-01-01 Pintor, Maura; Roli, Fabio; Brendel, Wieland; Biggio, Battista
Empirical assessment of generating adversarial configurations for software product lines
2021-01-01 Temple, P.; Perrouin, G.; Acher, M.; Biggio, B.; Jezequel, J. -M.; Roli, F.
Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors?
2021-01-01 Casula, R.; Orru', G.; Angioni, D.; Feng, X.; Marcialis, G. L.; Roli, F.
Detecting Anomalies from Video-Sequences: a Novel Descriptor
2021-01-01 Orru', G.; Ghiani, D.; Pintor, M.; Marcialis, G. L.; Roli, F.
EEG personal recognition based on ‘qualified majority’ over signal patches
2021-01-01 Panzino, Andrea; Orru', Giulia; Marcialis, GIAN LUCA; Roli, Fabio
The hammer and the nut: is bilevel optimization really needed to poison linear classifiers?
2021-01-01 Cina, A. E.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M.
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware
2021-01-01 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection
2021-01-01 Demetrio, L.; Coull, S. E.; Biggio, B.; Lagorio, G.; Armando, A.; Roli, F.
CompactNet: learning a compact space for face presentation attack detection
2020-01-01 Li, Lei; Xia, Zhaoqiang; Jiang, Xiaoyue; Roli, Fabio; Feng, Xiaoyi
Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
---|---|---|---|---|
Analysis of Score-Level Fusion Rules for Deepfake Detection | 1-gen-2022 | Concas, S; La Cava, Sm; Orru', G; Cuccu, C; Gao, J; Feng, Xy; Marcialis, Gl; Roli, F | APPLIED SCIENCES | - |
Do gradient-based explanations tell anything about adversarial robustness to android malware? | 1-gen-2022 | Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. | INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS | - |
Experimental Results on Multi-modal Deepfake Detection | 1-gen-2022 | Concas, S.; Gao, J.; Cuccu, C.; Orru', G.; Feng, X.; Marcialis, G. L.; Puglisi, G.; Roli, F. | - | - |
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers | 1-gen-2022 | Melacci, S.; Ciravegna, G.; Sotgiu, A.; Demontis, A.; Biggio, B.; Gori, M.; Roli, F. | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | - |
On the Evaluation of Video-Based Crowd Counting Models | 1-gen-2022 | Ledda, E.; Putzu, L.; Delussu, R.; Fumera, G.; Roli, F. | - | - |
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples | 1-gen-2022 | Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Demontis, Ambra; Carlini, Nicholas; Biggio, Battista; Roli, Fabio | - | Neural information processing systems foundation |
Attention-Based Adversarial Robust Distillation in Radio Signal Classifications for Low-Power IoT Devices | 1-gen-2022 | Zhang, Lu; Lambotharan, Sangarapillai; Zheng, Gan; Liao, Guisheng; Assadhan, Basil; Roli, Fabio | IEEE INTERNET OF THINGS JOURNAL | - |
Online domain adaptation for person Re-identification with a human in the loop | 1-gen-2021 | Delussu, R.; Putzu, L.; Fumera, G.; Roli, F. | - | Institute of Electrical and Electronics Engineers Inc. |
Countermeasures Against Adversarial Examples in Radio Signal Classification | 1-gen-2021 | Zhang, Lu; Lambotharan, Sangarapillai; Zheng, Gan; Assadhan, Basil; Roli, Fabio | IEEE WIRELESS COMMUNICATIONS LETTERS | - |
Fingerprint recognition with embedded presentation attacks detection: are we ready? | 1-gen-2021 | Micheletto, M.; Marcialis, G. L.; Orru', G.; Roli, F. | IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY | - |
Slope: A First-order Approach for Measuring Gradient Obfuscation | 1-gen-2021 | Pintor, M.; Demetrio, L.; Manca, G.; Biggio, B.; Roli, F. | - | - |
Fast minimum-norm adversarial attacks through adaptive norm constraints | 1-gen-2021 | Pintor, Maura; Roli, Fabio; Brendel, Wieland; Biggio, Battista | - | - |
Empirical assessment of generating adversarial configurations for software product lines | 1-gen-2021 | Temple, P.; Perrouin, G.; Acher, M.; Biggio, B.; Jezequel, J. -M.; Roli, F. | EMPIRICAL SOFTWARE ENGINEERING | - |
Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? | 1-gen-2021 | Casula, R.; Orru', G.; Angioni, D.; Feng, X.; Marcialis, G. L.; Roli, F. | - | Institute of Electrical and Electronics Engineers |
Detecting Anomalies from Video-Sequences: a Novel Descriptor | 1-gen-2021 | Orru', G.; Ghiani, D.; Pintor, M.; Marcialis, G. L.; Roli, F. | - | Institute of Electrical and Electronics Engineers |
EEG personal recognition based on ‘qualified majority’ over signal patches | 1-gen-2021 | Panzino, Andrea; Orru', Giulia; Marcialis, GIAN LUCA; Roli, Fabio | IET BIOMETRICS | - |
The hammer and the nut: is bilevel optimization really needed to poison linear classifiers? | 1-gen-2021 | Cina, A. E.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M. | - | IEEE, Institute of Electrical and Electronics Engineers |
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware | 1-gen-2021 | Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro | IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY | - |
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection | 1-gen-2021 | Demetrio, L.; Coull, S. E.; Biggio, B.; Lagorio, G.; Armando, A.; Roli, F. | ACM TRANSACTIONS ON PRIVACY AND SECURITY | - |
CompactNet: learning a compact space for face presentation attack detection | 1-gen-2020 | Li, Lei; Xia, Zhaoqiang; Jiang, Xiaoyue; Roli, Fabio; Feng, Xiaoyi | NEUROCOMPUTING | - |
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