Stacey Truex
Stacey Truex
Computer Science PhD Student, School of Computer Science, Georgia Institute of Technology
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
A hybrid approach to privacy-preserving federated learning
S Truex, N Baracaldo, A Anwar, T Steinke, H Ludwig, R Zhang, Y Zhou
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security …, 2019
802019
Towards demystifying membership inference attacks
S Truex, L Liu, ME Gursoy, L Yu, W Wei
arXiv preprint arXiv:1807.09173, 2018
61*2018
Efficient and private scoring of decision trees, support vector machines and logistic regression models based on pre-computation
M De Cock, R Dowsley, C Horst, R Katti, ACA Nascimento, WS Poon, ...
IEEE Transactions on Dependable and Secure Computing 16 (2), 217-230, 2017
562017
Fast, privacy preserving linear regression over distributed datasets based on pre-distributed data
M Cock, R Dowsley, ACA Nascimento, SC Newman
Proceedings of the 8th ACM Workshop on Artificial Intelligence and Security …, 2015
532015
Differentially private model publishing for deep learning
L Yu, L Liu, C Pu, ME Gursoy, S Truex
2019 IEEE Symposium on Security and Privacy (SP), 332-349, 2019
512019
Dynamic hierarchical classification for patient risk-of-readmission
S Basu Roy, A Teredesai, K Zolfaghar, R Liu, D Hazel, S Newman, ...
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
382015
Population cost prediction on public healthcare datasets
S Sushmita, S Newman, J Marquardt, P Ram, V Prasad, MD Cock, ...
Proceedings of the 5th International Conference on Digital Health 2015, 87-94, 2015
352015
Predicting 30-day risk and cost of" All-Cause" hospital readmissions
S Sushmita, G Khulbe, A Hasan, S Newman, P Ravindra, SB Roy, ...
AAAI Workshop: Expanding the Boundaries of Health Informatics Using AI, 2016
252016
Secure and utility-aware data collection with condensed local differential privacy
ME Gursoy, A Tamersoy, S Truex, W Wei, L Liu
IEEE Transactions on Dependable and Secure Computing, 2019
182019
Differentially private and utility preserving publication of trajectory data
ME Gursoy, L Liu, S Truex, L Yu
IEEE Transactions on Mobile Computing 18 (10), 2315-2329, 2018
172018
Adversarial examples in deep learning: Characterization and divergence
W Wei, L Liu, M Loper, S Truex, L Yu, ME Gursoy, Y Wu
arXiv preprint arXiv:1807.00051, 2018
132018
Utility-aware synthesis of differentially private and attack-resilient location traces
ME Gursoy, L Liu, S Truex, L Yu, W Wei
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018
122018
Deep neural network ensembles against deception: Ensemble diversity, accuracy and robustness
L Liu, W Wei, KH Chow, M Loper, E Gursoy, S Truex, Y Wu
2019 IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems …, 2019
92019
LDP-Fed: federated learning with local differential privacy
S Truex, L Liu, KH Chow, ME Gursoy, W Wei
Proceedings of the Third ACM International Workshop on Edge Systems …, 2020
72020
TiFL: A Tier-based Federated Learning System
Z Chai, A Ali, S Zawad, S Truex, A Anwar, N Baracaldo, Y Zhou, H Ludwig, ...
arXiv preprint arXiv:2001.09249, 2020
72020
A Framework for Evaluating Gradient Leakage Attacks in Federated Learning
W Wei, L Liu, M Loper, KH Chow, ME Gursoy, S Truex, Y Wu
arXiv preprint arXiv:2004.10397, 2020
62020
Healthscope: An interactive distributed data mining framework for scalable prediction of healthcare costs
A Marquardt, S Newman, D Hattarki, R Srinivasan, S Sushmita, P Ram, ...
2014 IEEE International Conference on Data Mining Workshop, 1227-1230, 2014
62014
Privacy-preserving inductive learning with decision trees
S Truex, L Liu, ME Gursoy, L Yu
2017 IEEE International Congress on Big Data (BigData Congress), 57-64, 2017
52017
Cross-layer strategic ensemble defense against adversarial examples
W Wei, L Liu, M Loper, KH Chow, E Gursoy, S Truex, Y Wu
2020 International Conference on Computing, Networking and Communications …, 2020
42020
Effects of differential privacy and data skewness on membership inference vulnerability
S Truex, L Liu, ME Gursoy, W Wei, L Yu
2019 First IEEE International Conference on Trust, Privacy and Security in …, 2019
32019
The system can't perform the operation now. Try again later.
Articles 1–20