Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services. - Erich Malan; Valentino Peluso; Andrea Calimera; Enrico Macii (ISLPED, 2023)

Communication-Efficient Federated Learning With Gradual Layer Freezing. - Erich Malan; Valentino Peluso; Andrea Calimera; Enrico Macii (IEEE Embed. Syst. Lett., 2023)

Private Tensor Freezing for an Efficient Federated Learning with Homomorphic Encryption. - Valentino Peluso; Erich Malan; Andrea Calimera; Enrico Macii (ICCD, 2024)

Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning. - Erich Malan; Valentino Peluso; Andrea Calimera; Enrico Macii; Paolo Montuschi (IEEE Internet Things J., 2024)

Privacy-Preserving Federated Learning for Household Characteristic Identification. - Erich Malan; Claudia De Vizia; Marco Castangia; Valentino Peluso; Andrea Calimera; Enrico Macii (COMPSAC, 2025)

Adaptive Client Participation in Budget-Constrained Federated Learning with Extreme Label Skew. - Erich Malan; Valentino Peluso; Andrea Calimera; Enrico Macii (NewCAS, 2025)