Maura Pintor

Mostrati risultati da 1 a 43 di 43
Titolo Data di pubblicazione Autore(i) Rivista Editore
Evaluating Line-level Localization Ability of Learning-based Code Vulnerability Detection Models In corso di stampa Pintore, Marco; Piras, Giorgio; Sotgiu, Angelo; Pintor, Maura; Biggio, Battista - -
Buffer-free class-incremental learning with out-of-distribution detection 1-gen-2026 Gupta, Srishti; Angioni, Daniele; Pintor, Maura; Demontis, Ambra; Schönherr, Lea; Roli, Fabio; Biggio, Battista PATTERN RECOGNITION -
Discrete Prompt Optimization Using Genetic Algorithm for Secure Python Code Generation 1-gen-2026 Tony, Catherine; Pintor, Maura; Kretschmann, Max; Scandariato, Riccardo THE JOURNAL OF SYSTEMS AND SOFTWARE -
A comparative analysis of active learning strategies for Android malware detection 1-gen-2025 Manca, Cristian; Minnei, Luca; Pintor, Maura; Brau, Fabio; Biggio, Battista - IEEE
Less is more? An ablation study on AutoAttack for adversarial robustness evaluation 1-gen-2025 Melis, Luca; Scionis, Luca; Brau, Fabio; Pintor, Maura; Biggio, Battista - IEEE
An Experimental Analysis of Semi-supervised Learning for Malware Detection 1-gen-2025 Minnei, Luca; Piras, Giorgio; Sotgiu, Angelo; Pintor, Maura; Demontis, Ambra; Maiorca, Davide; Biggio, Battista - -
Data drift in Android malware detection 1-gen-2025 Minnei, Luca; Eddoubi, Hicham; Sotgiu, Angelo; Pintor, Maura; Demontis, Ambra; Biggio, Battista - IEEE Computer Society
LFPD: Local-Feature-Powered Defense against adaptive backdoor attacks 1-gen-2025 Guo, Wei; Demontis, Ambra; Pintor, Maura; Chan, Patrick P. K.; Biggio, Battista - IEEE Computer Society
Understanding Regression in Continual Learning for Malware Detection 1-gen-2025 Ghiani, Daniele; Angioni, Daniele; Sotgiu, Angelo; Pintor, Maura; Biggio, Battista - CEUR-WS
Position-Aware Stamp-Like Adversarial Attack for Document Classification 1-gen-2025 Dong, Qi; Kang, Lei; Pintor, Maura; Karatzas, Dimosthenis - -
HO-FMN: Hyperparameter optimization for fast minimum-norm attacks 1-gen-2025 Mura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio NEUROCOMPUTING -
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates 1-gen-2025 Angioni, Daniele; Demetrio, Luca; Pintor, Maura; Oneto, Luca; Anguita, Davide; Biggio, Battista; Roli, Fabio IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE -
Adversarial pruning: A survey and benchmark of pruning methods for adversarial robustness 1-gen-2025 Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio PATTERN RECOGNITION -
\textbackslash sigma-zero: Gradient-based Optimization of \textbackslash ell\_0-norm Adversarial Examples 1-gen-2025 Cinà, Antonio Emanuele; Villani, Francesco; Pintor, Maura; Schönherr, Lea; Biggio, Battista; Pelillo, Marcello - -
CoEvolution: A Comprehensive Trustworthy Framework For Connected Machine Learning And Secure Interconnected AI Solutions 1-gen-2025 Makris, Antonios; Fournaris, Apostolos; Aghaie, Anita; Arakas, Ioannis; Anaxagorou, Anna Maria; Arapakis, Ioannis; Bacciu, Davide; Biggio, Battista; Bouloukakis, Georgios; Bouras, Stavros; Bröring, Arne; Carta, Antonio; Caselli, Marco; Giannakopoulou, Olympia; Gkatzios, Nikolaos; Gkillas, Alexandros; Haleplidis, Evangelos; Ioannidis, Sotiris; Kalogeraki, Eleni-Maria; Karantzias, Panagiotis; Kritharakis, Emmanouil; Lalos, Aris; Lenk, David; Markopoulou, Stella; Metai, Entrit; Miaoudakis, Andreas; Mouratidis, Haralambos; Najar, Jihane; Panagiotakopoulos, Theodor; Peischl, Bernhard; Pintor, Maura; Piperigkos, Nikos; Prevelakis, Vassilis; Segura, Carlos; Spanoudakis, Georgios; Tsirakis, Orestis; Veledar, Omar; Tserpes, Konstantinos - Institute of Electrical and Electronics Engineers Inc.
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples 1-gen-2025 Cinà, Antonio Emanuele; Rony, Jérôme; Pintor, Maura; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Ayed, Ismail Ben; Roli, Fabio - -
Rethinking data augmentation for adversarial robustness 1-gen-2024 Eghbal-zadeh, Hamid; Zellinger, Werner; Pintor, Maura; Grosse, Kathrin; Koutini, Khaled; Moser, Bernhard A.; Biggio, Battista; Widmer, Gerhard INFORMATION SCIENCES -
ImageNet-Patch: a dataset for benchmarking machine learning robustness against adversarial patches 1-gen-2023 Pintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio PATTERN RECOGNITION -
Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization 1-gen-2023 Floris, Giuseppe; Mura, Raffaele; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista - Ciaco - i6doc.com
Detecting Attacks Against Deep Reinforcement Learning for Autonomous Driving 1-gen-2023 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Lin, HSIAO-YING; Fang, Chengfang; Demontis, Ambra; Biggio, Battista - -
Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training 1-gen-2023 Lazzaro, Dario; Cinà, Antonio Emanuele; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello - -
AI Security and Safety: The PRALab Research Experience 1-gen-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
The Threat of Offensive AI to Organizations 1-gen-2023 Mirsky, Y.; Demontis, A.; Kotak, J.; Shankar, R.; Gelei, D.; Yang, L.; Zhang, X.; Pintor, M.; Lee, W.; Elovici, Y.; Biggio, B. COMPUTERS & SECURITY -
Cybersecurity and AI: The PRALab Research Experience 1-gen-2023 Pintor, Maura; Orru, Giulia; Maiorca, Davide; Demontis, Ambra; Demetrio, Luca; Marcialis, GIAN LUCA; Biggio, Battista; Roli, Fabio - CEUR-WS Team, Redaktion Sun SITE
Why adversarial reprogramming works, when it fails, and how to tell the difference 1-gen-2023 Zheng, Yang; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Demontis, Ambra; Pintor, Maura; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
Stateful detection of adversarial reprogramming 1-gen-2023 Zheng, Yang; Feng, Xiaoyi; Xia, Zhaoqiang; Jiang, Xiaoyue; Pintor, Maura; Demontis, Ambra; Biggio, Battista; Roli, Fabio INFORMATION SCIENCES -
Raze to the ground: query-efficient adversarial HTML attacks on machine-learning phishing webpage detectors 1-gen-2023 Montaruli, Biagio; Demetrio, Luca; Pintor, Maura; Compagna, Luca; Balzarotti, Davide; Biggio, Battista - Association for Computing Machinery
Samples on Thin Ice: Re-evaluating Adversarial Pruning of Neural Networks 1-gen-2023 Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista - -
Towards Debugging and Improving Adversarial Robustness Evaluations ​ 17-feb-2022 - - Università degli Studi di Cagliari
secml: Secure and explainable machine learning in Python 1-gen-2022 Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Melis, Marco; Demontis, Ambra; Biggio, Battista SOFTWAREX -
Robust Machine Learning for Malware Detection over Time 1-gen-2022 Angioni, Daniele; Demetrio, Luca; Pintor, Maura; Biggio, Battista - -
Explaining Machine Learning DGA Detectors from DNS Traffic Data 1-gen-2022 Piras, Giorgio; Pintor, Maura; Demetrio, Luca; Biggio, Battista - -
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
Explainability-based Debugging of Machine Learning for Vulnerability Discovery 1-gen-2022 Sotgiu, Angelo; Pintor, Maura; Biggio, Battista - ACM, Association for Computing Machinery
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 - -
Task-Specific Automation in Deep Learning Processes 1-gen-2021 Buchgeher, G.; Czech, G.; Ribeiro, A. S.; Kloihofer, W.; Meloni, P.; Busia, P.; Deriu, G.; Pintor, M.; Biggio, B.; Chesta, C.; Rinelli, L.; Solans, D.; Portela, M. - Springer Science and Business Media Deutschland GmbH
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
Optimization and deployment of CNNs at the Edge: The ALOHA experience 1-gen-2019 Meloni, P.; Loi, D.; Busia, P.; Deriu, G.; Pimentel, A. D.; Sapra, D.; Stefanov, T.; Minakova, S.; Conti, F.; Benini, L.; Pintor, M.; Biggio, B.; Moser, B.; Shepelev, N.; Fragoulis, N.; Theodorakopoulos, I.; Masin, M.; Palumbo, F. - Association for Computing Machinery, Inc
Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks 1-gen-2019 Demontis, Ambra; Melis, Marco; Pintor, Maura; Jagielski, Matthew; Biggio, Battista; Oprea, Alina; Nita-Rotaru, Cristina; Roli, Fabio - USENIX Association
ALOHA: An architectural-aware framework for deep learning at the edge 1-gen-2018 Meloni, P.; Loi, D.; Deriu, G.; Ripolles, O.; Solans, D.; Pimentel, A. D.; Sapra, D.; Pintor, Maura; Biggio, B.; Moser, B.; Shepeleva, N.; Stefanov, T.; Minakova, S.; Conti, F.; Benini, L.; Fragoulis, N.; Theodorakopoulos, I.; Masin, M.; Palumbo, F. - Association for Computing Machinery
Be Right Beach: A Social IoT System for Sustainable Tourism Based on Beach Overcrowding Avoidance 1-gen-2018 Girau, R.; Ferrara, E.; Pintor, M.; Sole, M.; Giusto, D. - IEEE (Institute of Electrical and Electronics Engineers)
Architecture-aware design and implementation of CNN algorithms for embedded inference: The ALOHA project 1-gen-2018 Meloni, P.; Loi, D.; Deriu, G.; Pimentel, A. D.; Saprat, D.; Pintor, M.; Biggio, B.; Ripolles, O.; Solans, D.; Conti, F.; Benini, L.; Stefanov, T.; Minakova, S.; Moser, B.; Shepeleva, N.; Masin, M.; Palumbo, F.; Fragoulis, N.; Theodorakopoulos, I. - Institute of Electrical and Electronics Engineers Inc.
Mostrati risultati da 1 a 43 di 43
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