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Publication search results
found 37 matches
- 2024
- Raffaele Mura, Giuseppe Floris, Luca Scionis, Giorgio Piras, Maura Pintor, Ambra Demontis, Giorgio Giacinto, Battista Biggio, Fabio Roli:
HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks. CoRR abs/2407.08806 (2024) - Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Adversarial Pruning: A Survey and Benchmark of Pruning Methods for Adversarial Robustness. CoRR abs/2409.01249 (2024) - 2023
- Giorgio Piras, Giuseppe Floris
, Raffaele Mura, Luca Scionis, Maura Pintor, Battista Biggio, Ambra Demontis:
Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization. ESANN 2023 - Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli:
Adversarial Attacks Against Uncertainty Quantification. ICCV (Workshops) 2023: 4601-4610 - Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio:
Samples on Thin Ice: Re-Evaluating Adversarial Pruning of Neural Networks. ICMLC 2023: 229-235 - Ambra Demontis, Maura Pintor, Luca Demetrio, Angelo Sotgiu, Daniele Angioni, Giorgio Piras, Srishti Gupta, Battista Biggio, Fabio Roli:
AI Security and Safety: The PRALab Research Experience. Ital-IA 2023: 324-328 - Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli:
Adversarial Attacks Against Uncertainty Quantification. CoRR abs/2309.10586 (2023) - Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio:
Samples on Thin Ice: Re-Evaluating Adversarial Pruning of Neural Networks. CoRR abs/2310.08073 (2023) - Giuseppe Floris, Raffaele Mura, Luca Scionis, Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio:
Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization. CoRR abs/2310.08177 (2023) - 2022
- Giorgio Piras, Maura Pintor, Luca Demetrio, Battista Biggio:
Explaining Machine Learning DGA Detectors from DNS Traffic Data. ITASEC 2022: 150-168 - Giorgio Piras, Maura Pintor, Luca Demetrio, Battista Biggio:
Explaining Machine Learning DGA Detectors from DNS Traffic Data. CoRR abs/2208.05285 (2022) - 2020
- Lorenzo Putzu, Luca Piras, Giorgio Giacinto:
Convolutional neural networks for relevance feedback in content based image retrieval. Multim. Tools Appl. 79(37-38): 26995-27021 (2020) - 2018
- Lorenzo Putzu, Luca Piras, Giorgio Giacinto:
Ten Years of Relevance Score for Content Based Image Retrieval. MLDM (2) 2018: 117-131 - 2017
- Luca Piras, Giorgio Giacinto:
Information fusion in content based image retrieval: A comprehensive overview. Inf. Fusion 37: 50-60 (2017) - Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale:
Multimodal Retrieval with Diversification and Relevance Feedback for Tourist Attraction Images. ACM Trans. Multim. Comput. Commun. Appl. 13(4): 49:1-49:24 (2017) - Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto, Fabio Roli:
Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels. AI*IA 2017: 347-358 - 2016
- Eraldo Francesco Nicotra, Gianluca Casu, Sara Piras, Mario Palomba, Giorgio Marchese:
On the positive and negative syndrome scale and remission in schizophrenia. MeMeA 2016: 1-4 - 2015
- Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli:
Fast Image Classification with Reduced Multiclass Support Vector Machines. ICIAP (2) 2015: 78-88 - Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale:
A hybrid approach for retrieving diverse social images of landmarks. ICME 2015: 1-6 - Luca Piras, Deiv Furcas, Giorgio Giacinto:
User-driven Nearest Neighbour Exploration of Image Archives. ICPRAM (1) 2015: 181-189 - Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale, Luca Piras, Giorgio Giacinto, Franco Tuveri, Manuela Angioni:
Multimodal-based Diversified Summarization in Social Image Retrieval. MediaEval 2015 - 2014
- Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale:
Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering. MediaEval 2014 - Luca Piras, Giorgio Giacinto:
Open Issues on Codebook Generation in Image Classification Tasks. MLDM 2014: 328-342 - 2013
- Luca Piras, Roberto Tronci, Giorgio Giacinto:
Diversity in Ensembles of Codebooks for Visual Concept Detection. ICIAP (2) 2013: 399-408 - Luca Piras, Giorgio Giacinto, Roberto Paredes:
Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval. ICPRAM 2013: 182-187 - 2012
- Roberto Tronci, Luca Piras, Giorgio Giacinto:
Performance Evaluation of Relevance Feedback for Image Retrieval by "Real-World" Multi-Tagged Image Datasets. Int. J. Multim. Data Eng. Manag. 3(1): 1-16 (2012) - Luca Piras, Giorgio Giacinto:
Synthetic pattern generation for imbalanced learning in image retrieval. Pattern Recognit. Lett. 33(16): 2198-2205 (2012) - Luca Piras, Roberto Tronci, Gabriele Murgia, Giorgio Giacinto:
The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task. CLEF (Online Working Notes/Labs/Workshop) 2012 - Roberto Tronci, Luca Piras, Gabriele Murgia, Giorgio Giacinto:
Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task. CLEF (Online Working Notes/Labs/Workshop) 2012 - Luca Piras, Giorgio Giacinto, Roberto Paredes:
Enhancing Image Retrieval by an Exploration-Exploitation Approach. MLDM 2012: 355-365
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