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Wenqi Wei
Wenqi Wei
Verified email at fordham.edu - Homepage
Title
Cited by
Cited by
Year
Demystifying membership inference attacks in machine learning as a service
S Truex, L Liu, ME Gursoy, L Yu, W Wei
IEEE Transactions on Services Computing 14 (6), 2073-2089, 2021
366*2021
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
3112020
A Framework for Evaluating Client Privacy Leakages in Federated Learning
W Wei, L Liu, M Loper, KH Chow, ME Gursoy, S Truex, Y Wu
European Symposium on Research in Computer Security, 545-566, 2020
200*2020
Demystifying learning rate policies for high accuracy training of deep neural networks
Y Wu, L Liu, J Bae, KH Chow, A Iyengar, C Pu, W Wei, L Yu, Q Zhang
2019 IEEE International conference on big data (Big Data), 1971-1980, 2019
1342019
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
892018
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, 2021
872021
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
73*2020
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
692019
Network representation learning: from preprocessing, feature extraction to node embedding
J Zhou, L Liu, W Wei, J Fan
ACM Computing Surveys (CSUR) 55 (2), 1-35, 2022
622022
Benchmarking deep learning frameworks: Design considerations, metrics and beyond
L Liu, Y Wu, W Wei, W Cao, S Sahin, Q Zhang
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
612018
A comparative measurement study of deep learning as a service framework
Y Wu, L Liu, C Pu, W Cao, S Sahin, W Wei, Q Zhang
IEEE Transactions on Services Computing 15 (1), 551-566, 2022
592022
Gradient-leakage resilient federated learning
W Wei, L Liu, Y Wu, G Su, A Iyengar
2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021
572021
Machine learning for synthetic data generation: a review
Y Lu, M Shen, H Wang, X Wang, C van Rechem, W Wei
arXiv preprint arXiv:2302.04062, 2023
532023
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
452019
Boosting ensemble accuracy by revisiting ensemble diversity metrics
Y Wu, L Liu, Z Xie, KH Chow, W Wei
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
342021
Adversarial Deception in Deep Learning: Analysis and Mitigation
W Wei, L Liu, M Loper, KH Chow, ME Gursoy, S Truex, Y Wu
2020 Second IEEE International Conference on Trust, Privacy and Security in …, 2020
30*2020
Gradient leakage attack resilient deep learning
W Wei, L Liu
IEEE Transactions on Information Forensics and Security 17, 303-316, 2022
272022
Robust deep learning ensemble against deception
W Wei, L Liu
IEEE Transactions on Dependable and Secure Computing 18 (4), 1513-1527, 2021
272021
Understanding object detection through an adversarial lens
KH Chow, L Liu, ME Gursoy, S Truex, W Wei, Y Wu
Computer Security–ESORICS 2020: 25th European Symposium on Research in …, 2020
242020
Private and truthful aggregative game for large-scale spectrum sharing
P Zhou, W Wei, K Bian, DO Wu, Y Hu, Q Wang
IEEE Journal on Selected Areas in Communications 35 (2), 463-477, 2017
242017
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Articles 1–20