Publications

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Number of publications matching the search criterion: 11

Journal article (3)

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)

Conference/Workshop Paper (7)

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 (Aug 2024)
Sania Partovian, Francesco Flammini, Alessio Bucaioni

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

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