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Stacey Truex
Stacey Truex
Assistant Professor, Denison University
Adresse e-mail validée de denison.edu - Page d'accueil
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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
11372019
Data poisoning attacks against federated learning systems
V Tolpegin, S Truex, ME Gursoy, L Liu
Computer security–ESORICs 2020: 25th European symposium on research in …, 2020
8972020
Towards demystifying membership inference attacks
S Truex, L Liu, ME Gursoy, L Yu, W Wei
arXiv preprint arXiv:1807.09173, 2018
472*2018
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
4532020
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
3432019
Tifl: A tier-based federated learning system
Z Chai, A Ali, S Zawad, S Truex, A Anwar, N Baracaldo, Y Zhou, H Ludwig, ...
Proceedings of the 29th international symposium on high-performance parallel …, 2020
3412020
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
1842020
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
1662017
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
1292018
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
1212018
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
1182015
A framework for evaluating client privacy leakages in federated learning
W Wei, L Liu, M Loper, KH Chow, ME Gursoy, S Truex, Y Wu
Computer Security–ESORICS 2020: 25th European Symposium on Research in …, 2020
1132020
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 18 (5), 2365-2378, 2019
1052019
Adversarial objectness gradient attacks in real-time object detection systems
KH Chow, L Liu, M Loper, J Bae, ME Gursoy, S Truex, W Wei, Y Wu
2020 Second IEEE International Conference on Trust, Privacy and Security in …, 2020
892020
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
862015
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
812019
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
722015
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
632019
Predicting 30-day risk and cost of" all-cause" hospital readmissions
S Sushmita, G Khulbe, A Hasan, S Newman, P Ravindra, SB Roy, ...
Workshops at the thirtieth AAAI conference on artificial intelligence, 2016
422016
Private and federated learning
NB Angel, S Truex, HH Ludwig, A Anwar, T Steinke, R Zhang
US Patent 11,139,961, 2021
372021
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