Francesco Sergio Pisani

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Ensemble Learning

Intrusion Detection

Top Venues

GECCO (Companion)

EvoApplications

Publications

Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino
Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques. J. Big Data 11 (1) (2024)
Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino, Luigi Pontieri
A Scalable Vertical Federated Learning Framework for Analytics in the Cybersecurity Domain. PDP (2024)
Carmela Comito, Francesco Sergio Pisani, Erica Coppolillo, Angelica Liguori, Massimo Guarascio, Giuseppe Manco
Towards Self-Supervised Cross-Domain Fake News Detection. ITASEC (2023)
Erica Coppolillo, Carmela Comito, Marco Minici, Ettore Ritacco, Gianluigi Folino, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco
Fighting Misinformation, Radicalization and Bias in Social Media. Ital-IA (2023)
Erica Coppolillo, Massimo Guarascio, Marco Minici, Francesco Sergio Pisani
Exploiting Deep Learning and Explanation Methods for Movie Tag Prediction. IDEAS (2023)
Gianluigi Folino, Carla Otranto Godano, Francesco Sergio Pisani
An ensemble-based framework for user behaviour anomaly detection and classification for cybersecurity. J. Supercomput. 79 (11) (2023)
Luca Caviglione, Carmela Comito, Massimo Guarascio, Giuseppe Manco, Francesco Sergio Pisani, Marco Zuppelli
ORISHA: Improving Threat Detection through Orchestrated Information Sharing (Discussion Paper). SEBD (2023)
Marco Minici, Francesco Sergio Pisani, Massimo Guarascio, Erika De Francesco, Pasquale Lambardi
Learning and Explanation of Extreme Multi-label Deep Classification Models for Media Content. ISMIS (2022)
Erica Coppolillo, Angelica Liguori, Massimo Guarascio, Francesco Sergio Pisani, Giuseppe Manco
Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review. CyberSec4Europe (2022)
Gianluigi Folino, Francesco Sergio Pisani, Carla Otranto Godano
A Scalable Ensemble-based Framework to Analyse Users? Digital Footprints for Cybersecurity. ERCIM News 2022 (129) (2022)
Massimo Guarascio, Nunziato Cassavia, Francesco Sergio Pisani, Giuseppe Manco
Boosting Cyber-Threat Intelligence via Collaborative Intrusion Detection. Future Gener. Comput. Syst. 135 (2022)
Marco Minici, Francesco Sergio Pisani, Massimo Guarascio, Giuseppe Manco
Towards Extreme Multi-Label Classification of Multimedia Content. SEBD (2022)
Gianluigi Folino, Carla Otranto Godano, Francesco Sergio Pisani
A Scalable Architecture Exploiting Elastic Stack and Meta Ensemble of Classifiers for Profiling User Behaviour. PDP (2022)
Luciano Caroprese, Giuseppe Manco, Marco Minici, Francesco Sergio Pisani, Ettore Ritacco
Unbiasing Collaborative Filtering for Popularity-Aware Recommendation (Discussion Paper). SEBD (2021)
Francesco Folino, Gianluigi Folino, Massimo Guarascio, Francesco Sergio Pisani, Luigi Pontieri
On learning effective ensembles of deep neural networks for intrusion detection. Inf. Fusion 72 (2021)
Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani, Ettore Ritacco
Adversarial Regularized Reconstruction for Anomaly Detection and Generation. ICDM (2021)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri
A GP-based ensemble classification framework for time-changing streams of intrusion detection data. Soft Comput. 24 (23) (2020)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri
A Cybersecurity Framework for Classifying Non Stationary Data Streams Exploiting Genetic Programming and Ensemble Learning. NUMTA(1) (2019)
Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino, Maryam Amir Haeri
Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks. GECCO (Companion) (2019)
Gianluigi Folino, Francesco Sergio Pisani
A Software Architecture for Classifying Users in E-payment Systems. ITASEC (2017)
Gianluigi Folino, Francesco Sergio Pisani
Evolving meta-ensemble of classifiers for handling incomplete and unbalanced datasets in the cyber security domain. Appl. Soft Comput. 47 (2016)
Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino
A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers. EvoApplications (1) (2016)
Massimo Guarascio, Francesco Sergio Pisani, Ettore Ritacco, Pietro Sabatino
Profiling Human Behavior Through Multidimensional Latent Factor Modeling. NFMCP@PKDD/ECML (2016)
Gianluigi Folino, Francesco Sergio Pisani, Pietro Sabatino
An Incremental Ensemble Evolved by using Genetic Programming to Efficiently Detect Drifts in Cyber Security Datasets. GECCO (Companion) (2016)
Gianluigi Folino, Francesco Sergio Pisani
Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications. EvoApplications (2015)
Gianluigi Folino, Francesco Sergio Pisani
Automatic offloading of mobile applications into the cloud by means of genetic programming. Appl. Soft Comput. 25 (2014)
Gianluigi Folino, Francesco Sergio Pisani
Modeling the Offloading of Different Types of Mobile Applications by Using Evolutionary Algorithms. EvoApplications (2014)
Gianluigi Folino, Francesco Sergio Pisani, Paolo Trunfio
Efficient discovery of data mining services over DHT-based overlays. HPCS (2014)
Gianluigi Folino, Francesco Sergio Pisani
Automatic Offloading of Mobile Applications Using Evolutionary Algorithms. ERCIM News 2013 (93) (2013)
Gianluigi Folino, Francesco Sergio Pisani
A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming. EvoApplications (2013)