Erich Malan

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 3

Top Topics

Multilayer Perceptron

Incremental Learning

Inductive Inference

Bayesian Networks

Top Venues

IEEE Embed. Syst. Lett.

IEEE Internet Things J.

Publications

Erich Malan, Valentino Peluso, Andrea Calimera, Enrico Macii, Paolo Montuschi
Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning. IEEE Internet Things J. 11 (4) (2024)
Erich Malan, Valentino Peluso, Andrea Calimera, Enrico Macii
Communication-Efficient Federated Learning With Gradual Layer Freezing. IEEE Embed. Syst. Lett. 15 (1) (2023)
Erich Malan, Valentino Peluso, Andrea Calimera, Enrico Macii
Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services. ISLPED (2023)