publications

2025

1. 

   Explainability for Unmanned Aerial Vehicle Control via Multi-Objective Reinforcement Learning

   C. Clark, K. Albarado, J. Scott, and 3 more authors

   IEEE Aerospace, 2025

   Pre-print

   Bib

   @article{clark2024uav_control,
     title = {Explainability for Unmanned Aerial Vehicle Control via Multi-Objective Reinforcement Learning},
     author = {Clark, C. and Albarado, K. and Scott, J. and Bernard, C. and Wilson, J. and d’Aliberti, L.},
     journal = {IEEE Aerospace},
     year = {2025},
     note = {Pre-print},
   }

2. 

   BlindFL: Segmented Federated Learning with Fully Homomorphic Encryption

   E. Gronberg, L. d’Aliberti, M. Saebo, and 1 more author

   Pre-Print, 2025

   Pre-print

2024

1. 

   Privacy-Enhancing Technologies for AI Systems: A Tutorial

   L. d’Aliberti, E. Gronberg, and J. Kovba

   2024

   DOI

2. 

   Large Language Model Inference over Confidential Data Using AWS Nitro Enclaves

   J. Miles, L. d’Aliberti, C. Renzo, and 1 more author

   AWS Machine Learning Blog, 2024

2023

1. 

   Enabling Fully Homomorphic Encryption with Amazon SageMaker Endpoints for Secure, Real-Time Inferencing

   L. d’Aliberti, J. Kovba, M. Gulati, and 2 more authors

   AWS Machine Learning Blog, 2023

2. 

   Privacy-Enhancing Technologies: Protecting Data In Use

   L. d’Aliberti, E. Gronberg, and J. Kovba

   Leidos Insights Blog, 2023

3. 

   Leidos Researchers Compete to Develop the Best Unmanned Surface Vessel Models

   L. d’Aliberti, and T. Boggs

   Leidos Insights Blog, 2023

2022

1. 

   Preserving Patient Privacy during Computation over Shared Electronic Health Record Data

   L. d’Aliberti, and M. Clark

   Springer Nature Journal of Medical Systems, 2022

   DOI Bib

   @article{daliberti2022privacy_preservation,
     title = {Preserving Patient Privacy during Computation over Shared Electronic Health Record Data},
     author = {d’Aliberti, L. and Clark, M.},
     journal = {Springer Nature Journal of Medical Systems},
     year = {2022},
     doi = {10.1007/s10916-022-01865-5},
   }

2. 

   Hyperdimensional Computing Encoding Schemes for Improved Image Classification

   V. Miranda, and L. d’Aliberti

   IEEE 2022 International Symposium on Technologies for Homeland Security, 2022

   DOI

2020

1. 

   Effects of a Resident-Led Subject Exam Review on Mean Scores of Internal Medicine Subject Exam: A Case-Control Study

   S. Kareff, L. d’Aliberti, and N. Duong

   Med. Scie. Edu., 2020

   DOI

2. 

   Pre-Endoscopic Intubation for Emergent GI Bleeding Associated With Increased Adverse Outcomes

   S. Woo, K. Johnson, R. Xi, and 3 more authors

   The American Journal of Gastroenterology, 2020

   DOI