Michele Rossi

Smartphone Identification via Passive Traffic Fingerprinting: A Sequence-to-Sequence Learning Approach

2020 · IEEE Network

Passive cyber-security attacks do not require any modification of the data stream generated by the victim, nor the creation of a false statement; in particular, those attacks based on statistical analysis aim at acquiring sensible …

SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing

2022 · arXiv (Cornell University)

There is a growing interest in the distributed optimization framework that goes under the name of Federated Learning (FL). In particular, much attention is being turned to FL scenarios where the network is strongly heterogeneous …