Следене
Alycia N. Carey
Alycia N. Carey
Distinguished Doctoral Fellow, University of Arkansas
Потвърден имейл адрес: uark.edu
Заглавие
Позовавания
Позовавания
Година
The Causal Fairness Field Guide: Perspectives from Social and Formal Sciences
AN Carey, X Wu
Frontiers in Big Data, 41, 2022
322022
The Statistical Fairness Field Guide: Perspectives from Social and Formal Sciences
AN Carey, X Wu
AI & Ethics, 2022
182022
A cancelable multi-modal biometric based encryption scheme for medical images
AN Carey, J Zhan
2020 IEEE International Conference on Big Data (Big Data), 3711-3720, 2020
102020
On the explanation and implementation of three open-source fully homomorphic encryption libraries
A Carey
82020
Robust personalized federated learning under demographic fairness heterogeneity
AN Carey, W Du, X Wu
2022 IEEE International Conference on Big Data (Big Data), 1425-1434, 2022
42022
SAGE Intrusion Detection System: Sensitivity Analysis Guided Explainability for Machine Learning.
MR Smith, E Acquesta, A Ames, AN Carey, CR Cuellar, RV Field, ...
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021
22021
DP-TabICL: In-Context Learning with Differentially Private Tabular Data
AN Carey, K Bhaila, K Edemacu, X Wu
arXiv preprint arXiv:2403.05681, 2024
12024
Robust Influence-based Training Methods for Noisy Brain MRI
MH Van, AN Carey, X Wu
arXiv preprint arXiv:2403.10698, 2024
2024
Randomized Response Has No Disparate Impact on Model Accuracy
AN Carey, K Bhaila, X Wu
2023 IEEE International Conference on Big Data (BigData), 5460-5465, 2023
2023
HINT: Healthy Influential-Noise based Training to Defend against Data Poisoning Attacks
MH Van, AN Carey, X Wu
2023 IEEE International Conference on Data Mining (ICDM), 608-617, 2023
2023
Evaluating the Impact of Local Differential Privacy on Utility Loss via Influence Functions
AN Carey, MH Van, X Wu
arXiv preprint arXiv:2309.08678, 2023
2023
Differentially Private DBSCAN via Subsampling.
A Carey, M Smith, N Pattengale, M Negus, J Roose
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022
2022
EMLAT: Explainable Machine Learning for Alert Triage.
A Carey, A Goyal, T Quig
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022
2022
Private yet Explainable Artificial Intelligence (PyE-AI).
A Carey, M Negus, N Pattengale, J Roose, M Smith
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022
2022
The Fairness Field Guide: Perspectives from Social and Formal Sciences
AN Carey, X Wu
https://arxiv.org/abs/2201.05216, 2022
2022
Privacy-Preserving AutoML.
A Carey, N Pattengale
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021
2021
Adversarial attacks against image-based malware detection using autoencoders
AN Carey, H Mai, J Zhan, A Mehmood
Pattern Recognition and Tracking XXXII 11735, 48-56, 2021
2021
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