D. Su

Most-cited papers

Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
T. Weng, Huan Zhang, Pin-Yu Chen, Jin-Feng Yi +4 more
2018International Conference on Learning Representations535 citations
Semantic Scholar
Is Robustness the Cost of Accuracy? - A Comprehensive Study on the Robustness of 18 Deep Image Classification Models
D. Su, Huan Zhang, Hongge Chen, Jin-Feng Yi +2 more
2018European Conference on Computer Vision426 citations Open access
Semantic Scholar
On sampling, anonymization, and differential privacy or, k-anonymization meets differential privacy
Ning-Hui Li, Wahbeh H. Qardaji, D. Su
2011ACM Asia Conference on Computer and Communications Security311 citations
Semantic Scholar
PrivBasis: Frequent Itemset Mining with Differential Privacy
Ning-Hui Li, Wahbeh H. Qardaji, D. Su, Jian-Neng Cao
2012Proceedings of the VLDB Endowment200 citations
Semantic Scholar
Understanding the Sparse Vector Technique for Differential Privacy
Min Lyu, D. Su, Ning-Hui Li
2016Proceedings of the VLDB Endowment199 citations Open access
Semantic Scholar
Membership privacy: a unifying framework for privacy definitions
Ning-Hui Li, Wahbeh H. Qardaji, D. Su, Yi Wu +1 more
2013Conference on Computer and Communications Security182 citations
Semantic Scholar
Differentially Private K-Means Clustering
D. Su, Jian-Neng Cao, Ning-Hui Li, E. Bertino +1 more
2015Conference on Data and Application Security and Privacy172 citations Open access
Semantic Scholar
Provably Private Data Anonymization: Or, k-Anonymity Meets Differential Privacy
Ning-Hui Li, Wahbeh H. Qardaji, D. Su
2011arXiv.org132 citations
Semantic Scholar
Defending Against Neural Network Model Stealing Attacks Using Deceptive Perturbations
Taesung Lee, Ben Edwards, I. Molloy, D. Su
20192019 IEEE Security and Privacy Workshops (SPW)126 citations Open access
Semantic Scholar
Continuous Release of Data Streams under both Centralized and Local Differential Privacy
Tian-Hao Wang, Joann Qiongna Chen, Zhi-Kun Zhang, D. Su +4 more
2020Conference on Computer and Communications Security101 citations Open access
Semantic Scholar
Differentially Private K-Means Clustering and a Hybrid Approach to Private Optimization
D. Su, Jian-Neng Cao, Ning-Hui Li, E. Bertino +2 more
2017ACM Transactions on Privacy and Security60 citations
Semantic Scholar
Securing Input Data of Deep Learning Inference Systems via Partitioned Enclave Execution
Zhongshu Gu, He-Qing Huang, Jia-Long Zhang, D. Su +3 more
2018arXiv.org55 citations
Semantic Scholar
Defending Against Model Stealing Attacks Using Deceptive Perturbations
Taesung Lee, Ben Edwards, I. Molloy, D. Su
2018arXiv.org49 citations
Semantic Scholar
Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations
Taesung Lee, Ben Edwards, I. Molloy, D. Su
201846 citations
Semantic Scholar
YerbaBuena: Securing Deep Learning Inference Data via Enclave-based Ternary Model Partitioning
Zhongshu Gu, He-Qing Huang, Jia-Long Zhang, D. Su +4 more
201829 citations
Semantic Scholar
Confidential Inference via Ternary Model Partitioning
Zhongshu Gu, He-Qing Huang, Jia-Long Zhang, D. Su +4 more
201826 citations
Semantic Scholar
PrivIdEx: Privacy Preserving and Secure Exchange of Digital Identity Assets.
Hasini Gunasinghe, Ashish Kundu, E. Bertino, H. Krawczyk +3 more
2019The Web Conference20 citations Open access
Semantic Scholar
Reaching Data Confidentiality and Model Accountability on the CalTrain
Zhongshu Gu, H. Jamjoom, D. Su, He-Qing Huang +4 more
2018Dependable Systems and Networks19 citations Open access
Semantic Scholar
PrivPfC: differentially private data publication for classification
D. Su, Jian-Neng Cao, Ning-Hui Li, Min Lyu
2018The VLDB journal15 citations
Semantic Scholar
Differentially Private Projected Histograms of Multi-Attribute Data for Classification
D. Su, Jian-Neng Cao, Ning-Hui Li
2015arXiv.org3 citations
Semantic Scholar
Differentially private data publishing for data analysis
D. Su
20161 citations
Semantic Scholar
A Study of Privacy Control in eHealth 2.0
Y. Bai, Xiao Su, D. Su
20111 citations
Semantic Scholar