Publications
Number of publications matching the search criterion: 15
Book chapter (1)
LogGenST: A Framework for Synthetic LogGeneration using LLMs for smart-troubleshooting Sania Partovian, Francesco Flammini, Alessio Bucaioni, Johan Thornadtsson Lecture Notes in Business Information Processing (LNBIP)
Journal article (4)
Balancing Privacy and Performance in Federated Learning: a Systematic Literature Review on Methods and Metrics (Mar 2024) Samaneh Mohammadi, Ali Balador, Sima Sinaei, Francesco Flammini Journal of Parallel and Distributed Computing (JPDC)
Model Based Trustworthiness Evaluation of Autonomous Cyber-Physical Production Systems: A Systematic Mapping Study (Jan 2024) Maryam Zahid, Alessio Bucaioni, Francesco Flammini ACM Computing Surveys (CSUR)
Analysis of log files to enable smart-troubleshooting in Industry 4.0: a systematic mapping study (Dec 2023) Sania Partovian, Alessio Bucaioni, Francesco Flammini, Johan Thornadtsson Journal of IEEE Access (IEEE-Access)
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters Vasileios Tsouvalas , Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi , Francesco Flammini, Nirvana Meratnia
Conference/Workshop Paper (9)
A vision for leveraging product information and log files to enablesmart-troubleshooting of heterogeneous interconnected devices Sania Partovian, Alessio Bucaioni, Francesco Flammini, Johan Thornadtsson 5th IEEE International Conference on Human-Machine Systems (IEEE ICHMS 2025)
EncCluster: Bringing Functional Encryption in Federated Foundational Models (Dec 2024) Vasileios Tsouvalas , Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi , Francesco Flammini, Nirvana Meratnia 2024 Conference on Neural Information Processing Systems (NeurIPS 2024)
On the ISO Compliance of Model-Based Risk Assessment for Autonomous Cyber-Physical Production Systems (Sep 2024) Maryam Zahid, Alessio Bucaioni, Francesco Flammini IEEE International Conference on Cyber Security and Resilience 2024 (IEEE-CSR 2024)
Leveraging GANs to Generate Synthetic Log Files for Smart-Troubleshooting in Industry 4.0 Sania Partovian, Francesco Flammini, Alessio Bucaioni 50th Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA) (SEAA 2024)
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition (Sep 2023) Samaneh Mohammadi, Mohammadreza Mohammadi , Sima Sinaei, Ali Balador, Ehsan Nowroozi , Francesco Flammini, Mauro Conti 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023)
Trustworthiness-Related Risks in Autonomous Cyber-Physical Production Systems - A Survey (Sep 2023) Maryam Zahid, Alessio Bucaioni, Francesco Flammini IEEE International Conference on Cyber Security and Resilience (IEEE-CSR)
Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition (Aug 2023) Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC 2023)
Secure and Efficient Federated Learning by Combining Homomorphic Encryption and Gradient Pruning in Speech Emotion Recognition (Aug 2023) Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini 18th International Conference on Information Security Practice and Experience (ISPEC 2023)
Towards Model-Based Performability Evaluation ofProduction Systems (Sep 2020) Alessio Bucaioni, Francesco Flammini, Mats Ahlskog Work-in-progress at IEEE International Conference on Emerging Technologies and Factory Automation (WIP@ETFA)
Other (1)
List of publications co-authored by Francesco Flammini Francesco Flammini
