Francesco Sergio Pisani

Proceedings of the 32nd Euromicro International Conference on Parallel, 2024

2023

An ensemble-based framework for user behaviour anomaly detection and classification for cybersecurity.

[BibT_eX]

[DOI]

Carla Otranto Godano

J. Supercomput., 2023

ORISHA: Improving Threat Detection through Orchestrated Information Sharing (Discussion Paper).

[BibT_eX]

[DOI]

Marco Zuppelli

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Towards Self-Supervised Cross-Domain Fake News Detection.

[BibT_eX]

[DOI]

Carmela Comito

Proceedings of the Italian Conference on Cyber Security (ITASEC 2023), 2023

Fighting Misinformation, Radicalization and Bias in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Italia Intelligenza Artificiale, 2023

Exploiting Deep Learning and Explanation Methods for Movie Tag Prediction.

[BibT_eX]

[DOI]

Erica Coppolillo

Proceedings of the International Database Engineered Applications Symposium Conference, 2023

2022

Boosting Cyber-Threat Intelligence via Collaborative Intrusion Detection.

[BibT_eX]

[DOI]

Nunziato Cassavia

Future Gener. Comput. Syst., 2022

A Scalable Ensemble-based Framework to Analyse Users? Digital Footprints for Cybersecurity.

[BibT_eX]

[DOI]

Carla Otranto Godano

ERCIM News, 2022

Towards Extreme Multi-Label Classification of Multimedia Content.

[BibT_eX]

[DOI]

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

A Scalable Architecture Exploiting Elastic Stack and Meta Ensemble of Classifiers for Profiling User Behaviour.

[BibT_eX]

[DOI]

Carla Otranto Godano

Proceedings of the 30th Euromicro International Conference on Parallel, 2022

Learning and Explanation of Extreme Multi-label Deep Classification Models for Media Content.

[BibT_eX]

[DOI]

Erika De Francesco

Pasquale Lambardi

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review.

[BibT_eX]

[DOI]

Erica Coppolillo

Angelica Liguori

Proceedings of the Digital Sovereignty in Cyber Security: New Challenges in Future Vision, 2022

2021

On learning effective ensembles of deep neural networks for intrusion detection.

[BibT_eX]

[DOI]

Francesco Folino

Inf. Fusion, 2021

Unbiasing Collaborative Filtering for Popularity-Aware Recommendation (Discussion Paper).

[BibT_eX]

[DOI]

Luciano Caroprese

Ettore Ritacco

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Adversarial Regularized Reconstruction for Anomaly Detection and Generation.

[BibT_eX]

[DOI]

Angelica Liguori

Ettore Ritacco

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

A GP-based ensemble classification framework for time-changing streams of intrusion detection data.

[BibT_eX]

[DOI]

Soft Comput., 2020

2019

A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Numerical Computations: Theory and Algorithms, 2019

Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks.

[BibT_eX]

[DOI]

Maryam Amir Haeri

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2017

A Software Architecture for Classifying Users in E-payment Systems.

[BibT_eX]

[DOI]

Proceedings of the First Italian Conference on Cybersecurity (ITASEC17), 2017

2016

Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

Profiling Human Behavior Through Multidimensional Latent Factor Modeling.

[BibT_eX]

[DOI]

Ettore Ritacco

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

An Incremental Ensemble Evolved by using Genetic Programming to Efficiently Detect Drifts in Cyber Security Datasets.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015

Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2014

Automatic offloading of mobile applications into the cloud by means of genetic programming.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2014

Efficient discovery of data mining services over DHT-based overlays.

[BibT_eX]

[DOI]

Paolo Trunfio

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Modeling the Offloading of Different Types of Mobile Applications by Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013

Automatic Offloading of Mobile Applications Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

ERCIM News, 2013

A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming.

[BibT_eX]

[DOI]