Andrea Augello

According to our database, Andrea Augello authored at least 18 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

FairRFL: Fair and Robust Federated Learning in the Presence of Selfish Clients.

Andrea Augello, Ashish Gupta, Giuseppe Lo Re, Sajal K. Das

IEEE Trans. Emerg. Top. Comput., 2026

Federated Learning for Robust Malware Detection under Noisy Labels and Malicious Sybils.

Andrea Augello, Alessandra De Paola, Giuseppe Lo Re

Proceedings of the Joint National Conference on Cybersecurity (ITASEC & SERICS 2026), 2026

TrustBoot: A Trust Bootstrapping Framework for Semi-Supervised Malware Detection.

Andrea Augello, Alessandra De Paola, Giuseppe Lo Re

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

Hybrid Multilevel Detection of Mobile Devices Malware Under Concept Drift.

Andrea Augello, Alessandra De Paola, Giuseppe Lo Re

J. Netw. Syst. Manag., April, 2025

Artificial Intelligence for Cybersecurity in Distributed Systems.

Andrea Augello

PhD thesis, 2025

M2FD: Mobile malware federated detection under concept drift.

Andrea Augello, Alessandra De Paola, Giuseppe Lo Re

Comput. Secur., 2025

Multi-Objective Optimization of Unmanned Aerial Vehicle Three-Dimensional Paths for Air Quality Monitoring and Environmental Sensing.

Andrea Augello, Salvatore Gaglio, Giuseppe Lo Re, Daniele Peri

IEEE Access, 2025

HDDroid: Federated Hyperdimensional Computing for Mobile Malware Detection.

Andrea Augello, Alessandra De Paola, Giuseppe Lo Re, Antoine Menager

Proceedings of the Joint National Conference on Cybersecurity (ITASEC & SERICS 2025), 2025

A Stackelberg Approach to Federated Learning for Malware Detection.

Andrea Augello, Alessandra De Paola, Giuseppe Lo Re, Marena Jestin

Proceedings of the Joint National Conference on Cybersecurity (ITASEC & SERICS 2025), 2025

Federated hyperdimensional ensembles for mobile malware detection.

Andrea Augello, Alessandra De Paola, Giuseppe Lo Re, Gioacchino Zangara

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

BatteryFL: Battery-Aware Federated Learning.

Andrea Augello, Priyesh Ranjan, Ashish Gupta, Federico Corò, Giuseppe Lo Re, Sajal K. Das

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Tackling Selfish Clients in Federated Learning.

Andrea Augello, Ashish Gupta, Giuseppe Lo Re, Sajal K. Das

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

DCFL: Dynamic Clustered Federated Learning under Differential Privacy Settings.

Andrea Augello, Giulio Falzone, Giuseppe Lo Re

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

2022

Time-Constrained Node Visit Planning for Collaborative UAV-WSN Distributed Applications.

Andrea Augello, Salvatore Gaglio, Giuseppe Lo Re, Daniele Peri

Sensors, 2022

Modeling and Verification of Symbolic Distributed Applications Through an Intelligent Monitoring Agent.

Andrea Augello, Salvatore Gaglio, Giuseppe Lo Re, Daniele Peri

IEEE Access, 2022

2021

Simulation and Test of UAV Tasks With Resource-Constrained Hardware in the Loop.

Andrea Augello, Salvatore Gaglio, Giuseppe Lo Re, Daniele Peri

Proceedings of the IEEE International Conference on Smart Computing, 2021

Distributed Symbolic Network Quality Assessment for Resource-constrained Devices.

Andrea Augello, Salvatore Gaglio, Giuseppe Lo Re, Daniele Peri

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020

Verification of Symbolic Distributed Protocols for Networked Embedded Devices.

Andrea Augello, Rosolino D'Antoni, Salvatore Gaglio, Giuseppe Lo Re, Gloria Martorella, Daniele Peri

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020