Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (In stampa)
Draft & Refine: Efficient Resource Management in Federated Learning under Pathological Labels Skew. In: International Conference on Electronics Circuits and Systems (ICECS) 2024
Contributo in Atti di Convegno (Proceeding)
Peluso, Valentino; Malan, Erich; Calimera, Andrea; Macii, Enrico (In stampa)
Private Tensor Freezing for an Efficient Federated Learning with Homomorphic Encryption. In: International Conference on Computer Design (ICCD) 2024
Contributo in Atti di Convegno (Proceeding)
Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo (2024)
Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning. In: IEEE INTERNET OF THINGS JOURNAL, vol. 11, pp. 6072-6083. ISSN 2327-4662
Contributo su Rivista
Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2023)
Communication-Efficient Federated Learning with Gradual Layer Freezing. In: IEEE EMBEDDED SYSTEMS LETTERS, vol. 15, pp. 25-28. ISSN 1943-0663
Contributo su Rivista
Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2023)
Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services. In: International Symposium on Low Power Electronics and Design, Vienna (AUT), 07-08 August 2023, pp. 1-6. ISBN: 979-8-3503-1175-4
Contributo in Atti di Convegno (Proceeding)

Erich Malan

Dottorando in Ingegneria Informatica E Dei Sistemi , 38o ciclo (2022-2025) Dipartimento di Automatica e Informatica (DAUIN)