Ning-Hui Li

Most-cited papers

Locally Differentially Private Protocols for Frequency Estimation
Tian-Hao Wang, Jeremiah Blocki, Ning-Hui Li, S. Jha
2017USENIX Security Symposium674 citations
Semantic Scholar
Privacy at Scale: Local Differential Privacy in Practice
Graham Cormode, S. Jha, Tejas D. Kulkarni, Ning-Hui Li +2 more
2018SIGMOD Conference322 citations Open access
Semantic Scholar
Locally Differentially Private Frequent Itemset Mining
Tian-Hao Wang, Ning-Hui Li, S. Jha
2018IEEE Symposium on Security and Privacy202 citations Open access
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
Privacy Attacks to the 4G and 5G Cellular Paging Protocols Using Side Channel Information
Syed Rafiul Hussain, Mitziu Echeverria, Omar Chowdhury, Ning-Hui Li +1 more
2019Network and Distributed System Security Symposium172 citations Open access
Semantic Scholar
Membership Inference Attacks and Defenses in Classification Models
Jiacheng Li, Ning-Hui Li, Bruno Ribeiro
2020Conference on Data and Application Security and Privacy142 citations Open access
Semantic Scholar
CALM: Consistent Adaptive Local Marginal for Marginal Release under Local Differential Privacy
Zhi-Kun Zhang, Tian-Hao Wang, Ning-Hui Li, Shi-Bo He +1 more
2018Conference on Computer and Communications Security140 citations
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Locally Differentially Private Heavy Hitter Identification
Tian-Hao Wang, Ning-Hui Li, S. Jha
2017IEEE Transactions on Dependable and Secure Computing139 citations Open access
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Estimating Numerical Distributions under Local Differential Privacy
Zitao Li, Tian-Hao Wang, Milan Lopuhaä-Zwakenberg, Ning-Hui Li +1 more
2019SIGMOD Conference126 citations Open access
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Answering Multi-Dimensional Analytical Queries under Local Differential Privacy
Tian-Hao Wang, Bo-Lin Ding, Jing-Ren Zhou, Cheng Hong +3 more
2019SIGMOD Conference114 citations
Semantic Scholar
Locally Differentially Private Frequency Estimation with Consistency
Tian-Hao Wang, Milan Lopuhaä-Zwakenberg, Zitao Li, B. Škorić +1 more
2019Network and Distributed System Security Symposium104 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
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Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models
Shagufta Mehnaz, S. Dibbo, E. Kabir, Ning-Hui Li +1 more
2022USENIX Security Symposium100 citations
Semantic Scholar
Towards Effective Differential Privacy Communication for Users’ Data Sharing Decision and Comprehension
Aiping Xiong, Tian-Hao Wang, Ning-Hui Li, S. Jha
2020IEEE Symposium on Security and Privacy79 citations Open access
Semantic Scholar
SymCerts: Practical Symbolic Execution for Exposing Noncompliance in X.509 Certificate Validation Implementations
Yiu-Chau Sze, Omar Chowdhury, Endadul Hoque, Huangyi Ge +3 more
2017IEEE Symposium on Security and Privacy71 citations
Semantic Scholar
Beyond Value Perturbation: Local Differential Privacy in the Temporal Setting
Qing-Qing Ye, Hai-Bo Hu, Ning-Hui Li, Xiao-Feng Meng +2 more
2021IEEE Conference on Computer Communications62 citations Open access
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Enhancing security behaviour by supporting the user
S. Furnell, Warut Khern-am-nuai, R. Esmael, Weining Yang +1 more
2018Computers & security62 citations Open access
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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
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Use of Phishing Training to Improve Security Warning Compliance: Evidence from a Field Experiment
Weining Yang, Aiping Xiong, Jing Chen, R. Proctor +1 more
2017Symposium and Bootcamp on the Science of Security55 citations
Semantic Scholar
Federated Matrix Factorization with Privacy Guarantee
Zitao Li, Bo-Lin Ding, Ce Zhang, Ning-Hui Li +1 more
2021Proceedings of the VLDB Endowment52 citations
Semantic Scholar
Precise Android API Protection Mapping Derivation and Reasoning
Y. Aafer, Guan-Hong Tao, Jian-Jun Huang, X. Zhang +1 more
2018Conference on Computer and Communications Security52 citations
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Answering Multi-Dimensional Range Queries under Local Differential Privacy
Jianyu Yang, Tian-Hao Wang, Ning-Hui Li, Xiang Cheng +1 more
2020Proceedings of the VLDB Endowment49 citations Open access
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An Empirical Study of Mnemonic Sentence-based Password Generation Strategies
Weining Yang, Ning-Hui Li, Omar Chowdhury, Aiping Xiong +1 more
2016Conference on Computer and Communications Security49 citations
Semantic Scholar
Fine-grained Poisoning Attack to Local Differential Privacy Protocols for Mean and Variance Estimation
Xiaoguang Li, Ning-Hui Li, Wen-Hai Sun, N. Gong +1 more
2022USENIX Security Symposium43 citations
Semantic Scholar
Improving utility and security of the shuffler-based differential privacy
Tian-Hao Wang, Bo-Lin Ding, Min Xu, Zhi-Cong Huang +4 more
2019Proceedings of the VLDB Endowment42 citations Open access
Semantic Scholar
The description-experience gap in the effect of warning reliability on user trust and performance in a phishing-detection context
Jing Chen, S. Mishler, Bin Hu, Ning-Hui Li +1 more
2018Int. J. Hum. Comput. Stud.41 citations Open access
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Membership Inference Attacks and Defenses in Supervised Learning via Generalization Gap
Jiacheng Li, Ning-Hui Li, Bruno Ribeiro
2020arXiv.org39 citations
Semantic Scholar
Effective passive membership inference attacks in federated learning against overparameterized models
Jiacheng Li, Ning-Hui Li, Bruno Ribeiro
2023International Conference on Learning Representations37 citations
Semantic Scholar
Is Domain Highlighting Actually Helpful in Identifying Phishing Web Pages?
Aiping Xiong, R. Proctor, Weining Yang, Ning-Hui Li
2017Hum. Factors36 citations
Semantic Scholar
Federation in genomics pipelines: techniques and challenges
S. Chaterji, Jinkyu Koo, Ning-Hui Li, Folker Meyer +2 more
2019Briefings Bioinform.33 citations Open access
Semantic Scholar
Analyzing Operational Behavior of Stateful Protocol Implementations for Detecting Semantic Bugs
Endadul Hoque, Omar Chowdhury, Yiu-Chau Sze, C. Nita-Rotaru +1 more
2017Dependable Systems and Networks32 citations
Semantic Scholar
Analysis of SEAndroid Policies: Combining MAC and DAC in Android
Haining Chen, Ning-Hui Li, W. Enck, Y. Aafer +1 more
2017Asia-Pacific Computer Systems Architecture Conference30 citations
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Differentially Private Vertical Federated Clustering
Zitao Li, Tian-Hao Wang, Ning-Hui Li
2022Proceedings of the VLDB Endowment28 citations Open access
Semantic Scholar
Influence of privacy priming and security framing on mobile app selection
Isis Chong, Huangyi Ge, Ning-Hui Li, R. Proctor
2018Computers & security28 citations Open access
Semantic Scholar
Embedding Training Within Warnings Improves Skills of Identifying Phishing Webpages
Aiping Xiong, R. Proctor, Weining Yang, Ning-Hui Li
2018Hum. Factors28 citations
Semantic Scholar
SPOKE: Scalable Knowledge Collection and Attack Surface Analysis of Access Control Policy for Security Enhanced Android
Ruowen Wang, Ahmed M. Azab, W. Enck, Ning-Hui Li +4 more
2017ACM Asia Conference on Computer and Communications Security28 citations
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DPSyn: Experiences in the NIST Differential Privacy Data Synthesis Challenges
Tian-Hao Wang, Ning-Hui Li, Zhi-Kun Zhang
2021Journal of Privacy and Confidentiality24 citations Open access
Semantic Scholar
Analyzing Semantic Correctness with Symbolic Execution: A Case Study on PKCS#1 v1.5 Signature Verification
Yiu-Chau Sze, Moosa Yahyazadeh, Omar Chowdhury, Aniket Kate +1 more
2019Network and Distributed System Security Symposium24 citations Open access
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Protecting the 4G and 5G Cellular Paging Protocols against Security and Privacy Attacks
Ankush Singla, Syed Rafiul Hussain, Omar Chowdhury, E. Bertino +1 more
2020Proceedings on Privacy Enhancing Technologies23 citations Open access
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Enhancing Biometric-Capsule-based Authentication and Facial Recognition via Deep Learning
Tyler Phillips, X. Zou, Feng Li, Ning-Hui Li
2019ACM Symposium on Access Control Models and Technologies23 citations Open access
Semantic Scholar
Consistent and Accurate Frequency Oracles under Local Differential Privacy
Tian-Hao Wang, Zitao Li, Ning-Hui Li, Milan Lopuhaä-Zwakenberg +1 more
2019arXiv.org23 citations
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Asymmetric Encryption
Ning-Hui Li
2018Encyclopedia of Database Systems18 citations
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The Impact of Contextual Information on Users' Password Generating Behavior: A Randomized Experiment
Warut Khern-am-nuai, Matthew J. Hashim, A. Pinsonneault, Weining Yang +1 more
201718 citations Open access
Semantic Scholar
Using Context-Based Password Strength Meter to Nudge Users' Password Generating Behavior: A Randomized Experiment
Warut Khern-am-nuai, Weining Yang, Ning-Hui Li
2017Hawaii International Conference on System Sciences18 citations Open access
Semantic Scholar
Using Illustrations to Communicate Differential Privacy Trust Models: An Investigation of Users' Comprehension, Perception, and Data Sharing Decision
Aiping Xiong, Chu-Hao Wu, Tian-Hao Wang, R. Proctor +3 more
2022arXiv.org16 citations
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Black-box Model Inversion Attribute Inference Attacks on Classification Models
Shagufta Mehnaz, Ning-Hui Li, E. Bertino
2020arXiv.org16 citations
Semantic Scholar
Information-theoretic metrics for Local Differential Privacy protocols
Milan Lopuhaä-Zwakenberg, B. Škorić, Ning-Hui Li
2019arXiv.org16 citations
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
Mobile Data Collection and Analysis with Local Differential Privacy
Ning-Hui Li, Qing-Qing Ye
2019International Conference on Mobile Data Management14 citations
Semantic Scholar
PURE: A Framework for Analyzing Proximity-based Contact Tracing Protocols
Fabrizio Cicala, Weicheng Wang, Tian-Hao Wang, Ning-Hui Li +3 more
2020ACM Computing Surveys13 citations Open access
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