Prati
Ka-Ho Chow
Naslov
Citirano
Citirano
Godina
LDP-Fed: federated learning with local differential privacy
S Truex, L Liu, KH Chow, ME Gursoy, W Wei
ACM International Workshop on Edge Systems, Analytics and Networking 2020, 2020
4632020
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 2020, 2020
300*2020
Demystifying Learning Rate Polices 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
IEEE International Conference on Big Data 2019, 2019
1882019
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
IEEE International Conference on Trust, Privacy and Security in Intelligent …, 2020
115*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
IEEE International Conference on Mobile Ad-Hoc and Smart Systems 2019, 2019
822019
Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics
Y Wu, L Liu, Z Xie, KH Chow, W Wei
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2021, 2021
482021
Understanding Object Detection Through An Adversarial Lens
KH Chow, L Liu, ME Gursoy, S Truex, W Wei, Y Wu
European Symposium on Research in Computer Security 2020, 2020
312020
Efficient Locality Classification for Indoor Fingerprint-based Systems
KH Chow, S He, J Tan, SHG Chan
IEEE Transactions on Mobile Computing 18 (2), 290-304, 2019
252019
Cross-Layer Strategic Ensemble Defense Against Adversarial Examples
W Wei, L Liu, M Loper, KH Chow, E Gursoy, S Truex, Y Wu
IEEE International Conference on Computing, Networking and Communications 2020, 2020
242020
Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks
KH Chow, W Wei, Y Wu, L Liu
IEEE International Conference on Big Data 2019, 2019
222019
Adaptive Deep Neural Network Inference Optimization with EENet
F Ilhan, KH Chow, S Hu, T Huang, S Tekin, W Wei, Y Wu, M Lee, ...
IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
21*2024
DeepRest: Deep Resource Estimation for Interactive Microservices
KH Chow, U Deshpande, S Seshadri, L Liu
European Conference on Computer Systems 2022, 2022
212022
Securing distributed SGD against gradient leakage threats
W Wei, L Liu, J Zhou, KH Chow, Y Wu
IEEE Transactions on Parallel and Distributed Systems 34 (7), 2040-2054, 2023
192023
An adversarial approach to protocol analysis and selection in local differential privacy
ME Gursoy, L Liu, KH Chow, S Truex, W Wei
IEEE Transactions on Information Forensics and Security 17, 1785-1799, 2022
182022
Promoting High Diversity Ensemble Learning with EnsembleBench
Y Wu, L Liu, Z Xie, J Bae, KH Chow, W Wei
IEEE International Conference on Cognitive Machine Intelligence 2020, 2020
182020
Implicit Multimodal Crowdsourcing for Joint RF and Geomagnetic Fingerprinting
J Tan, H Wu, KH Chow, SHG Chan
IEEE Transactions on Mobile Computing 22 (2), 935-950, 2023
172023
Perception poisoning attacks in federated learning
KH Chow, L Liu
2021 Third IEEE International Conference on Trust, Privacy and Security in …, 2021
142021
Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training
T Huang, S Hu, KH Chow, F Ilhan, S Tekin, L Liu
Neural Information Processing Systems 2023, 2023
132023
STDLens: Model Hijacking-Resilient Federated Learning for Object Detection
KH Chow, L Liu, W Wei, F Ilhan, Y Wu
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023, 2023
132023
Robust Object Detection Fusion Against Deception
KH Chow, L Liu
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2021, 2021
132021
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