On learning effective ensembles of deep neural networks for intrusion detection F Folino, G Folino, M Guarascio, FS Pisani, L Pontieri Information Fusion 72, 48-69, 2021 | 55 | 2021 |
A distributed intrusion detection framework based on evolved specialized ensembles of classifiers G Folino, FS Pisani, P Sabatino Applications of Evolutionary Computation: 19th European Conference …, 2016 | 36 | 2016 |
Boosting cyber-threat intelligence via collaborative intrusion detection M Guarascio, N Cassavia, FS Pisani, G Manco Future Generation Computer Systems 135, 30-43, 2022 | 31 | 2022 |
Combining ensemble of classifiers by using genetic programming for cyber security applications G Folino, FS Pisani European Conference on the Applications of Evolutionary Computation, 54-66, 2015 | 30 | 2015 |
Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain G Folino, FS Pisani Applied Soft Computing 47, 179-190, 2016 | 29 | 2016 |
An incremental ensemble evolved by using genetic programming to efficiently detect drifts in cyber security datasets G Folino, FS Pisani, P Sabatino Proceedings of the 2016 on genetic and evolutionary computation conference …, 2016 | 28 | 2016 |
A GP-based ensemble classification framework for time-changing streams of intrusion detection data G Folino, FS Pisani, L Pontieri Soft Computing 24 (23), 17541-17560, 2020 | 21 | 2020 |
Automatic offloading of mobile applications into the cloud by means of genetic programming G Folino, FS Pisani Applied Soft Computing 25, 253-265, 2014 | 17 | 2014 |
A framework for modeling automatic offloading of mobile applications using genetic programming G Folino, FS Pisani European Conference on the Applications of Evolutionary Computation, 62-71, 2013 | 5 | 2013 |
Efficient discovery of data mining services over DHT-based overlays G Folino, F Pisani, P Trunfio 2014 International Conference on High Performance Computing & Simulation …, 2014 | 4 | 2014 |
A scalable architecture exploiting elastic stack and meta ensemble of classifiers for profiling user behaviour G Folino, CO Godano, FS Pisani 2022 30th Euromicro International Conference on Parallel, Distributed and …, 2022 | 3 | 2022 |
Balanced Quality Score: Measuring Popularity Debiasing in Recommendation E Coppolillo, M Minici, E Ritacco, L Caroprese, F Pisani, G Manco ACM Transactions on Intelligent Systems and Technology 15 (4), 1-27, 2024 | 2 | 2024 |
A scalable vertical federated learning framework for analytics in the cybersecurity domain F Folino, G Folino, FS Pisani, P Sabatino, L Pontieri 2024 32nd Euromicro International Conference on Parallel, Distributed and …, 2024 | 2 | 2024 |
Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation M Guarascio, M Minici, FS Pisani, E De Francesco, P Lambardi Journal of Intelligent Information Systems, 1-23, 2024 | 2 | 2024 |
Learning and explanation of extreme multi-label deep classification models for media content M Minici, FS Pisani, M Guarascio, E De Francesco, P Lambardi International Symposium on Methodologies for Intelligent Systems, 138-148, 2022 | 2 | 2022 |
Exploiting Deep Learning and Explanation Methods for Movie Tag Prediction E Coppolillo, M Guarascio, M Minici, FS Pisani Proceedings of the 27th International Database Engineered Applications …, 2023 | 1 | 2023 |
Towards Self-Supervised Cross-Domain Fake News Detection. C Comito, FS Pisani, E Coppolillo, A Liguori, M Guarascio, G Manco ITASEC, 2023 | 1 | 2023 |
ORISHA: Improving Threat Detection through Orchestrated Information Sharing (Discussion Paper). L Caviglione, C Comito, M Guarascio, G Manco, FS Pisani, M Zuppelli SEBD, 514-524, 2023 | 1 | 2023 |
A scalable cybersecurity framework for anomaly detection in user behaviour G Folino, CO Godano, FS Pisani | 1 | 2022 |
Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review E Coppolillo, A Liguori, M Guarascio, FS Pisani, G Manco International Workshop on Digital Sovereignty in Cyber Security: New …, 2022 | 1 | 2022 |