Jake Perazzone

Statistics

Publications

Citations

203

H-Index

Active since

2018

Affiliations

DEVCOM Army Research Laboratory(Current)

Lehigh University

IBM Research - Thomas J. Watson Research Center

University of Utah

Jake Perazzone is an author at DEVCOM Army Research Laboratory specializing in computer science, computing, and resource allocation in federated learning.

ORCID

Publications per year

2018–2023

Publications

Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization

Jake Perazzone, Shiqiang Wang, Mingyue Ji et al. · IEEE INFOCOM 2022 - IEEE Conference on Computer Communications · 2022 · 84 citations

Computing, Computer Science, Distributed Systems +16

Cryptographic Side-Channel Signaling and Authentication via Fingerprint Embedding

Jake Perazzone, Paul Yu, Brian M. Sadler et al. · IEEE Transactions on Information Forensics and Security · 2018 · 47 citations

Computing, Computer Science, Electrical Engineering +16

Artificial Noise-Aided MIMO Physical Layer Authentication With Imperfect CSI

Jake Perazzone, Paul Yu, Brian M. Sadler et al. · IEEE Transactions on Information Forensics and Security · 2021 · 38 citations

Computing, Computer Science, Electrical Engineering +13

Federated Learning with Flexible Control

Shiqiang Wang, Jake Perazzone, Mingyue Ji et al. · 2023 · 24 citations

Computing, Computer Science, Distributed Systems +12

Enabling Machine Learning on Resource-constrained Tactical Networks

Jake Perazzone, Matthew B. Dwyer, Kevin Chan et al. · MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) · 2022 · 10 citations

Computing, Computer Science, Computer Systems +17

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