Spencer Giddens

According to our database, Spencer Giddens authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A data-driven approach to choosing privacy parameters for clinical trial data sharing under differential privacy.

Henian Chen, Jinyong Pang, Yayi Zhao, Spencer Giddens, Joseph Ficek, Matthew J. Valente, Biwei Cao, Ellen Daley

J. Am. Medical Informatics Assoc., 2024

SAFES: Sequential Privacy and Fairness Enhancing Data Synthesis for Responsible AI.

Spencer Giddens, Fang Liu

CoRR, 2024

Secrecy and Sensitivity: Privacy-Performance Trade-Offs in Encrypted Traffic Classification.

Spencer Giddens, Raphael Labaca-Castro, Dan Zhao, Sandra Guasch, Parth Mishra, Nicolas Gama

Proceedings of the Computer Security. ESORICS 2024 International Workshops, 2024

2023

DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning.

Spencer Giddens, Fang Liu

CoRR, 2023

A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning.

Spencer Giddens, Yiwang Zhou, Kevin R. Krull, Tara M. Brinkman, Peter X. K. Song, Fang Liu

CoRR, 2023

2022

Estimators for Space-Time Block-Coded ARTM CPM in Aeronautical Mobile Telemetry.

Chad Josephson, Spencer Giddens, Erik Perrins, Willie K. Harrison, Michael Rice

IEEE Trans. Aerosp. Electron. Syst., 2022

2021

Enumeration of the Degree Distribution Space for Finite Block Length LDPC Codes.

Spencer Giddens, Marco A. C. Gomes, João P. Vilela, José Luís Santos, Willie K. Harrison

Proceedings of the ICC 2021, 2021