Archivio Istituzionale della RicercaMALAN, ERICH
MALAN, ERICH
Dipartimento di Automatica e Informatica
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Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning
2024 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo
Communication-Efficient Federated Learning with Gradual Layer Freezing
2023 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services
2023 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:4(2024), pp. 6072-6083. [10.1109/JIOT.2023.3309691] | 1-gen-2024 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, EnricoMontuschi, Paolo | Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf; Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf |
| Communication-Efficient Federated Learning with Gradual Layer Freezing / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE EMBEDDED SYSTEMS LETTERS. - ISSN 1943-0663. - 15:1(2023), pp. 25-28. [10.1109/LES.2022.3190682] | 1-gen-2023 | Erich MalanValentino PelusoAndrea CalimeraEnrico Macii | main.pdf; Communication-Efficient_Federated_Learning_With_Gradual_Layer_Freezing.pdf |
| Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - (2023), pp. 1-6. (Intervento presentato al convegno International Symposium on Low Power Electronics and Design tenutosi a Vienna (AUT) nel 07-08 August 2023) [10.1109/ISLPED58423.2023.10244398]. | 1-gen-2023 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico | ISLPED2023_cameraReady.pdf; Enabling_DVFS_Side-Channel_Attacks_for_Neural_Network_Fingerprinting_in_Edge_Inference_Services.pdf |