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Dong Su
Dong Su
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Year
Evaluating the robustness of neural networks: An extreme value theory approach
TW Weng, H Zhang, PY Chen, J Yi, D Su, Y Gao, CJ Hsieh, L Daniel
arXiv preprint arXiv:1801.10578, 2018
4982018
Is robustness the cost of accuracy?--a comprehensive study on the robustness of 18 deep image classification models
D Su, H Zhang, H Chen, J Yi, PY Chen, Y Gao
Proceedings of the European conference on computer vision (ECCV), 631-648, 2018
4192018
On sampling, anonymization, and differential privacy or, k-anonymization meets differential privacy
N Li, W Qardaji, D Su
Proceedings of the 7th ACM Symposium on Information, Computer and …, 2012
3372012
Privbasis: Frequent itemset mining with differential privacy
N Li, W Qardaji, D Su, J Cao
arXiv preprint arXiv:1208.0093, 2012
2182012
Membership privacy: A unifying framework for privacy definitions
N Li, W Qardaji, D Su, Y Wu, W Yang
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications …, 2013
1922013
Differentially private k-means clustering
D Su, J Cao, N Li, E Bertino, H Jin
Proceedings of the sixth ACM conference on data and application security and …, 2016
1822016
Differential privacy: From theory to practice
N Li, M Lyu, D Su, W Yang
Morgan & Claypool, 2017
1712017
Provably private data anonymization: Or, k-anonymity meets differential privacy
N Li, WH Qardaji, D Su
CoRR, abs/1101.2604 49, 55, 2011
1562011
Understanding the sparse vector technique for differential privacy
M Lyu, D Su, N Li
arXiv preprint arXiv:1603.01699, 2016
1552016
Defending against neural network model stealing attacks using deceptive perturbations
T Lee, B Edwards, I Molloy, D Su
2019 IEEE Security and Privacy Workshops (SPW), 43-49, 2019
852019
Securing input data of deep learning inference systems via partitioned enclave execution
Z Gu, H Huang, J Zhang, D Su, A Lamba, D Pendarakis, I Molloy
arXiv preprint arXiv:1807.00969, 1-14, 2018
74*2018
Protection of confidentiality, privacy and ownership assurance in a blockchain based decentralized identity management system
S Chari, H Gunasinghe, HM Krawczyk, A Kundu, KK Singh, D Su
US Patent 10,833,861, 2020
702020
Differentially private k-means clustering and a hybrid approach to private optimization
D Su, J Cao, N Li, E Bertino, M Lyu, H Jin
ACM Transactions on Privacy and Security (TOPS) 20 (4), 1-33, 2017
552017
Continuous release of data streams under both centralized and local differential privacy
T Wang, JQ Chen, Z Zhang, D Su, Y Cheng, Z Li, N Li, S Jha
Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021
492021
Deep neural network hardening framework
BJ Edwards, T Lee, IM Molloy, D Su
US Patent 11,443,178, 2022
482022
Defending against model stealing attacks using deceptive perturbations
T Lee, B Edwards, I Molloy, D Su
arXiv preprint arXiv:1806.00054, 2018
402018
Decentralized database identity management system
KK Singh, SN Chari, A Kundu, S Muppidi, D Su
US Patent 11,178,151, 2021
382021
Protection of confidentiality, privacy and financial fairness in a blockchain based decentralized identity management system
S Chari, H Gunasinghe, A Kundu, KK Singh, D Su
US Patent 10,715,317, 2020
342020
Defending against machine learning model stealing attacks using deceptive perturbations
T Lee, B Edwards, I Molloy, D Su
arXiv preprint arXiv:1806.00054, 2018
322018
Protecting cognitive systems from model stealing attacks
T Lee, IM Molloy, D Su
US Patent 11,023,593, 2021
302021
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