Publications
2023
- Evaluating the Impact of Local Differential Privacy on Utility Loss via Influence Functions
- A. N. Carey, M. H. Van, and X. Wu. ArXiv (Under review - SIAM 2024)
- HINT: Healthy Influential-Noise based Training to Defend against Data Poisoning Attacks
- M. H. Van, A. N. Carey, and X. Wu. ICDM 2023
2022
- Robust Personalized Federated Learning under Demographic Fairness Heterogeneity
- A. N. Carey, W. Du, and X. Wu.IEEE International Conference on Big Data
- The Statistical Fairness Field Guide: Perspectives from Social and Formal Sciences
- A. N. Carey and X. Wu. Springer AI and Ethics
- The Causal Fairness Field Guide: Perspectives from Social and Formal Sciences
- A. N. Carey and X. Wu. Frontiers in Big Data
2021
- SAGE Intrusion Detection System: Sensitivity Analysis Guided Explainability for Machine Learning
- M. R. Smith, E. Acquesta, A. Ames, A. N. Carey, C. R. Cruellar, R. V. Field, T. Maxfield, S. Mitchell, B. Moss, E. Morris, M. Nyre-Yu, A. Rushdi, M. Sites, C. Smutz, and X. Zhou. OSTI Sandia National Labs
- Adversarial Attacks Against Image-Based Malware Detection Using Autoencoders
- A. N. Carey, H. Mai, J. Zhan, and A. Mehmood. SPIE Pattern Recognition and Tracking XXXII
2020
- A Cancelable Multi-Modal Biometric Based Encryption Scheme for Medical Images
- A. N. Carey and J. Zhan. IEEE International Conference on Big Data
- On the Explanation and Implementation of Three Open-Source Fully Homomorphic Encryption Libraries (undergraduate honors thesis)
- A. N. Carey. UARK Scholarworks