Ninghui Li

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 103

Top Venues

CoRR

USENIX Security Symposium

Proc. VLDB Endow.

CCS

Publications

Ninghui Li, Xiaokuan Zhang, Fan Lv, Binfeng Zong
Direction-of-Arrival Estimation via Sparse Bayesian Learning Exploiting Hierarchical Priors with Low Complexity. Sensors 24 (7) (2024)
Xiaoguang Li, Zitao Li, Ninghui Li, Wenhai Sun
On the Robustness of LDP Protocols for Numerical Attributes under Data Poisoning Attacks. CoRR (2024)
Jiacheng Li, Ninghui Li, Bruno Ribeiro
MIST: Defending Against Membership Inference Attacks Through Membership-Invariant Subspace Training. USENIX Security Symposium (2024)
Yuntao Du, Ninghui Li
Towards Principled Assessment of Tabular Data Synthesis Algorithms. CoRR (2024)
Joshua C. Zhao, Saurabh Bagchi, Salman Avestimehr, Kevin S. Chan, Somali Chaterji, Dimitris Dimitriadis, Jiacheng Li, Ninghui Li, Arash Nourian, Holger R. Roth
Federated Learning Privacy: Attacks, Defenses, Applications, and Policy Landscape - A Survey. CoRR (2024)
Ninghui Li, Xiaokuan Zhang, Binfeng Zong, Fan Lv, Jiahua Xu, Zhaolong Wang
An off-grid direction-of-arrival estimator based on sparse Bayesian learning with three-stage hierarchical Laplace priors. Signal Process. 218 (2024)
Jiacheng Li, Ninghui Li, Bruno Ribeiro
MIST: Defending Against Membership Inference Attacks Through Membership-Invariant Subspace Training. CoRR (2023)
Fabrizio Cicala, Weicheng Wang, Tianhao Wang, Ninghui Li, Elisa Bertino, Faming Liang, Yang Yang
PURE: A Framework for Analyzing Proximity-based Contact Tracing Protocols. ACM Comput. Surv. 55 (2) (2023)
Yu Tsung Lee, Haining Chen, William Enck, Hayawardh Vijayakumar, Ninghui Li, Zhiyun Qian, Giuseppe Petracca
PolyScope: Multi-Policy Access Control Analysis to Triage Android Scoped Storage. CoRR (2023)
Weicheng Wang, Hyunwoo Lee, Yan Huang, Elisa Bertino, Ninghui Li
Towards Efficient Privacy-Preserving Deep Packet Inspection. ESORICS (2) (2023)
Xiaoguang Li, Ninghui Li, Wenhai Sun, Neil Zhenqiang Gong, Hui Li
Fine-grained Poisoning Attack to Local Differential Privacy Protocols for Mean and Variance Estimation. USENIX Security Symposium (2023)
Zitao Li, Tianhao Wang, Ninghui Li
Differentially Private Vertical Federated Clustering. Proc. VLDB Endow. 16 (6) (2023)
Jiacheng Li, Ninghui Li, Bruno Ribeiro
Effective passive membership inference attacks in federated learning against overparameterized models. ICLR (2023)
Ninghui Li, Lei Guan, Hong Gao
Sun Glint Correction Based on BRDF Model for Improving the HY-1C/COCTS Clear-Sky Coverage. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Warut Khern-am-nuai, Matthew J. Hashim, Alain Pinsonneault, Weining Yang, Ninghui Li
Augmenting Password Strength Meter Design Using the Elaboration Likelihood Model: Evidence from Randomized Experiments. Inf. Syst. Res. 34 (1) (2023)
Hyunwoo Lee, Anand Mudgerikar, Ashish Kundu, Ninghui Li, Elisa Bertino
An Infection-Identifying and Self-Evolving System for IoT Early Defense from Multi-Step Attacks. ESORICS (2) (2022)
Xiaoguang Li, Neil Zhenqiang Gong, Ninghui Li, Wenhai Sun, Hui Li
Fine-grained Poisoning Attacks to Local Differential Privacy Protocols for Mean and Variance Estimation. CoRR (2022)
Milan Lopuhaä-Zwakenberg, Boris Skoric, Ninghui Li
Fisher Information as a Utility Metric for Frequency Estimation under Local Differential Privacy. WPES@CCS (2022)
Ninghui Li, Lei Guan, Hong Gao
SUN Glint Correction of HY-1C/COCTS Imagery. IGARSS (2022)
Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir, Ninghui Li, Elisa Bertino
Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models. CoRR (2022)
Ninghui Li
Differentially Private Data Synthesis: State of the Art and Challenges. AsiaCCS (2022)
Aiping Xiong, Chuhao Wu, Tianhao Wang, Robert W. Proctor, Jeremiah Blocki, Ninghui Li, Somesh Jha
Using Illustrations to Communicate Differential Privacy Trust Models: An Investigation of Users' Comprehension, Perception, and Data Sharing Decision. CoRR (2022)
Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir, Ninghui Li, Elisa Bertino
Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models. USENIX Security Symposium (2022)
Jing Chen, Huangyi Ge, Ninghui Li, Robert W. Proctor
What I Say Means What I Do: Risk Concerns and Mobile Application-Selection Behaviors. Hum. Factors 64 (8) (2022)
Zitao Li, Tianhao Wang, Ninghui Li
Differentially Private Vertical Federated Clustering. CoRR (2022)
Hyunwoo Lee, Imtiaz Karim, Ninghui Li, Elisa Bertino
VWAnalyzer: A Systematic Security Analysis Framework for the Voice over WiFi Protocol. AsiaCCS (2022)
Qingqing Ye, Haibo Hu, Ninghui Li, Xiaofeng Meng, Huadi Zheng, Haotian Yan
Beyond Value Perturbation: Local Differential Privacy in the Temporal Setting. INFOCOM (2021)
Ninghui Li, Zhikun Zhang, Tianhao Wang
DPSyn: Experiences in the NIST Differential Privacy Data Synthesis Challenges. CoRR (2021)
Jiacheng Li, Ninghui Li, Bruno Ribeiro
Membership Inference Attacks and Defenses in Classification Models. CODASPY (2021)
Mingkun Liu, Lei Guan, Jianqiang Liu, Qingjun Song, Chaofei Ma, Ninghui Li
First Assessment of HY-1C COCTS Thermal Infrared Calibration Using MetOp-B IASI. Remote. Sens. 13 (4) (2021)
Tianhao Wang, Ninghui Li, Zhikun Zhang
DPSyn: Experiences in the NIST Differential Privacy Data Synthesis Challenges. J. Priv. Confidentiality 11 (2) (2021)
Tianhao Wang, Joann Qiongna Chen, Zhikun Zhang, Dong Su, Yueqiang Cheng, Zhou Li, Ninghui Li, Somesh Jha
Continuous Release of Data Streams under both Centralized and Local Differential Privacy. CCS (2021)
Zitao Li, Trung Dang, Tianhao Wang, Ninghui Li
MGD: A Utility Metric for Private Data Publication. NSysS (2021)
Zhikun Zhang, Tianhao Wang, Ninghui Li, Jean Honorio, Michael Backes, Shibo He, Jiming Chen, Yang Zhang
PrivSyn: Differentially Private Data Synthesis. USENIX Security Symposium (2021)
Tianhao Wang, Ninghui Li, Somesh Jha
Locally Differentially Private Heavy Hitter Identification. IEEE Trans. Dependable Secur. Comput. 18 (2) (2021)
Ninghui Li, Sujuan Wang, Lei Guan, Mingkun Liu
Assessment of Global FY-3C/VIRR Sea Surface Temperature. Remote. Sens. 13 (16) (2021)
Yu Tsung Lee, William Enck, Haining Chen, Hayawardh Vijayakumar, Ninghui Li, Zhiyun Qian, Daimeng Wang, Giuseppe Petracca, Trent Jaeger
PolyScope: Multi-Policy Access Control Analysis to Compute Authorized Attack Operations in Android Systems. USENIX Security Symposium (2021)
Zitao Li, Bolin Ding, Ce Zhang, Ninghui Li, Jingren Zhou
Federated Matrix Factorization with Privacy Guarantee. Proc. VLDB Endow. 15 (4) (2021)
Shagufta Mehnaz, Ninghui Li, Elisa Bertino
Black-box Model Inversion Attribute Inference Attacks on Classification Models. CoRR (2020)
Yu Tsung Lee, William Enck, Haining Chen, Hayawardh Vijayakumar, Ninghui Li, Daimeng Wang, Zhiyun Qian, Giuseppe Petracca, Trent Jaeger
PolyScope: Multi-Policy Access Control Analysis to Triage Android Systems. CoRR (2020)
Huangyi Ge, Sze Yiu Chau, Ninghui Li
MoNet: Impressionism As A Defense Against Adversarial Examples. TPS-ISA (2020)
Tianhao Wang, Min Xu, Bolin Ding, Jingren Zhou, Cheng Hong, Zhicong Huang, Ninghui Li, Somesh Jha
Improving Utility and Security of the Shuffler-based Differential Privacy. Proc. VLDB Endow. 13 (13) (2020)
Jianyu Yang, Tianhao Wang, Ninghui Li, Xiang Cheng, Sen Su
Answering Multi-Dimensional Range Queries under Local Differential Privacy. Proc. VLDB Endow. 14 (3) (2020)
Huangyi Ge, Sze Yiu Chau, Bruno Ribeiro, Ninghui Li
Random Spiking and Systematic Evaluation of Defenses Against Adversarial Examples. CODASPY (2020)
Fabrizio Cicala, Weicheng Wang, Tianhao Wang, Ninghui Li, Elisa Bertino, Faming Liang, Yang Yang
PURE: A Framework for Analyzing Proximity-based Contact Tracing Protocols. CoRR (2020)
Aiping Xiong, Tianhao Wang, Ninghui Li, Somesh Jha
Towards Effective Differential Privacy Communication for Users' Data Sharing Decision and Comprehension. IEEE Symposium on Security and Privacy (2020)
Tianhao Wang, Joann Qiongna Chen, Zhikun Zhang, Dong Su, Yueqiang Cheng, Zhou Li, Ninghui Li, Somesh Jha
Continuous Release of Data Streams under both Centralized and Local Differential Privacy. CoRR (2020)
Jianyu Yang, Tianhao Wang, Ninghui Li, Xiang Cheng, Sen Su
Answering Multi-Dimensional Range Queries under Local Differential Privacy. CoRR (2020)
Zhikun Zhang, Tianhao Wang, Ninghui Li, Jean Honorio, Michael Backes, Shibo He, Jiming Chen, Yang Zhang
PrivSyn: Differentially Private Data Synthesis. CoRR (2020)
Ankush Singla, Syed Rafiul Hussain, Omar Chowdhury, Elisa Bertino, Ninghui Li
Protecting the 4G and 5G Cellular Paging Protocols against Security and Privacy Attacks. Proc. Priv. Enhancing Technol. 2020 (1) (2020)
Tianhao Wang, Milan Lopuhaä-Zwakenberg, Zitao Li, Boris Skoric, Ninghui Li
Locally Differentially Private Frequency Estimation with Consistency. NDSS (2020)
Aiping Xiong, Tianhao Wang, Ninghui Li, Somesh Jha
Towards Effective Differential Privacy Communication for Users' Data Sharing Decision and Comprehension. CoRR (2020)
Weicheng Wang, Fabrizio Cicala, Syed Rafiul Hussain, Elisa Bertino, Ninghui Li
Analyzing the attack landscape of Zigbee-enabled IoT systems and reinstating users' privacy. WISEC (2020)
Milan Lopuhaä-Zwakenberg, Zitao Li, Boris Skoric, Ninghui Li
Improving Frequency Estimation under Local Differential Privacy. WPES@CCS (2020)
Jiacheng Li, Ninghui Li, Bruno Ribeiro
Membership Inference Attacks and Defenses in Supervised Learning via Generalization Gap. CoRR (2020)
Zitao Li, Tianhao Wang, Milan Lopuhaä-Zwakenberg, Ninghui Li, Boris Skoric
Estimating Numerical Distributions under Local Differential Privacy. SIGMOD Conference (2020)
Aiping Xiong, Robert W. Proctor, Weining Yang, Ninghui Li
Embedding Training Within Warnings Improves Skills of Identifying Phishing Webpages. Hum. Factors 61 (4) (2019)
Tianhao Wang, Min Xu, Bolin Ding, Jingren Zhou, Ninghui Li, Somesh Jha
Practical and Robust Privacy Amplification with Multi-Party Differential Privacy. CoRR (2019)
Somali Chaterji, Jinkyu Koo, Ninghui Li, Folker Meyer, Ananth Grama, Saurabh Bagchi
Federation in genomics pipelines: techniques and challenges. Briefings Bioinform. 20 (1) (2019)
Tyler Phillips, Xukai Zou, Feng Li, Ninghui Li
Enhancing Biometric-Capsule-based Authentication and Facial Recognition via Deep Learning. SACMAT (2019)
Zitao Li, Tianhao Wang, Milan Lopuhaä-Zwakenberg, Boris Skoric, Ninghui Li
Estimating Numerical Distributions under Local Differential Privacy. CoRR (2019)
Milan Lopuhaä-Zwakenberg, Boris Skoric, Ninghui Li
Information-theoretic metrics for Local Differential Privacy protocols. CoRR (2019)
Tianhao Wang, Zitao Li, Ninghui Li, Milan Lopuhaä-Zwakenberg, Boris Skoric
Consistent and Accurate Frequency Oracles under Local Differential Privacy. CoRR (2019)
Syed Rafiul Hussain, Mitziu Echeverria, Omar Chowdhury, Ninghui Li, Elisa Bertino
Privacy Attacks to the 4G and 5G Cellular Paging Protocols Using Side Channel Information. NDSS (2019)
Tianhao Wang, Bolin Ding, Jingren Zhou, Cheng Hong, Zhicong Huang, Ninghui Li, Somesh Jha
Answering Multi-Dimensional Analytical Queries under Local Differential Privacy. SIGMOD Conference (2019)
Scott R. Moore, Huangyi Ge, Ninghui Li, Robert W. Proctor
Cybersecurity for Android Applications: Permissions in Android 5 and 6. Int. J. Hum. Comput. Interact. 35 (7) (2019)
Huangyi Ge, Sze Yiu Chau, Victor E. Gonsalves, Huian Li, Tianhao Wang, Xukai Zou, Ninghui Li
Koinonia: verifiable e-voting with long-term privacy. ACSAC (2019)
Sze Yiu Chau, Moosa Yahyazadeh, Omar Chowdhury, Aniket Kate, Ninghui Li
Analyzing Semantic Correctness with Symbolic Execution: A Case Study on PKCS#1 v1.5 Signature Verification. NDSS (2019)
Ninghui Li, Qingqing Ye
Mobile Data Collection and Analysis with Local Differential Privacy. MDM (2019)
Milan Lopuhaä-Zwakenberg, Zitao Li, Boris Skoric, Ninghui Li
Four accuracy bounds and one estimator for frequency estimation under local differential privacy. CoRR (2019)
Isis Chong, Huangyi Ge, Ninghui Li, Robert W. Proctor
Influence of privacy priming and security framing on mobile app selection. Comput. Secur. 78 (2018)
Jing Chen, Scott Mishler, Bin Hu, Ninghui Li, Robert W. Proctor
The description-experience gap in the effect of warning reliability on user trust and performance in a phishing-detection context. Int. J. Hum. Comput. Stud. 119 (2018)
Luke Deshotels, Razvan Deaconescu, Costin Carabas, Iulia Manda, William Enck, Mihai Chiroiu, Ninghui Li, Ahmad-Reza Sadeghi
iOracle: Automated Evaluation of Access Control Policies in iOS. AsiaCCS (2018)
Graham Cormode, Somesh Jha, Tejas Kulkarni, Ninghui Li, Divesh Srivastava, Tianhao Wang
Privacy at Scale: Local Differential Privacy in Practice. SIGMOD Conference (2018)
Sze Yiu Chau, Omar Chowdhury, Victor E. Gonsalves, Huangyi Ge, Weining Yang, Sonia Fahmy, Ninghui Li
Adaptive Deterrence of DNS Cache Poisoning. SecureComm (2) (2018)
Tianhao Wang, Ninghui Li, Somesh Jha
Locally Differentially Private Frequent Itemset Mining. IEEE Symposium on Security and Privacy (2018)
Huangyi Ge, Sze Yiu Chau, Ninghui Li
Random Spiking and Systematic Evaluation of Defenses Against Adversarial Examples. CoRR (2018)
Yousra Aafer, Jianjun Huang, Yi Sun, Xiangyu Zhang, Ninghui Li, Chen Tian
AceDroid: Normalizing Diverse Android Access Control Checks for Inconsistency Detection. NDSS (2018)
Yousra Aafer, Guanhong Tao, Jianjun Huang, Xiangyu Zhang, Ninghui Li
Precise Android API Protection Mapping Derivation and Reasoning. CCS (2018)
Sze Yiu Chau, Bincheng Wang, Jianxiong Wang, Omar Chowdhury, Aniket Kate, Ninghui Li
Why Johnny Can't Make Money With His Contents: Pitfalls of Designing and Implementing Content Delivery Apps. ACSAC (2018)
Zhikun Zhang, Tianhao Wang, Ninghui Li, Shibo He, Jiming Chen
CALM: Consistent Adaptive Local Marginal for Marginal Release under Local Differential Privacy. CCS (2018)
Steven Furnell, Warut Khern-am-nuai, Rawan Esmael, Weining Yang, Ninghui Li
Enhancing security behaviour by supporting the user. Comput. Secur. 75 (2018)
Dong Su, Jianneng Cao, Ninghui Li, Min Lyu
PrivPfC: differentially private data publication for classification. VLDB J. 27 (2) (2018)
Ninghui Li
Differential Privacy in the Local Setting. IWSPA@CODASPY (2018)
Sze Yiu Chau, Omar Chowdhury, Md. Endadul Hoque, Huangyi Ge, Aniket Kate, Cristina Nita-Rotaru, Ninghui Li
SymCerts: Practical Symbolic Execution for Exposing Noncompliance in X.509 Certificate Validation Implementations. IEEE Symposium on Security and Privacy (2017)
Weining Yang, Aiping Xiong, Jing Chen, Robert W. Proctor, Ninghui Li
Use of Phishing Training to Improve Security Warning Compliance: Evidence from a Field Experiment. HotSoS (2017)
Aiping Xiong, Robert W. Proctor, Weining Yang, Ninghui Li
Is Domain Highlighting Actually Helpful in Identifying Phishing Web Pages? Hum. Factors 59 (4) (2017)
Haining Chen, Ninghui Li, William Enck, Yousra Aafer, Xiangyu Zhang
Analysis of SEAndroid Policies: Combining MAC and DAC in Android. ACSAC (2017)
Tianhao Wang, Jeremiah Blocki, Ninghui Li, Somesh Jha
Locally Differentially Private Protocols for Frequency Estimation. USENIX Security Symposium (2017)
Md. Endadul Hoque, Omar Chowdhury, Sze Yiu Chau, Cristina Nita-Rotaru, Ninghui Li
Analyzing Operational Behavior of Stateful Protocol Implementations for Detecting Semantic Bugs. DSN (2017)
Min Lyu, Dong Su, Ninghui Li
Understanding the Sparse Vector Technique for Differential Privacy. Proc. VLDB Endow. 10 (6) (2017)
Ruowen Wang, Ahmed M. Azab, William Enck, Ninghui Li, Peng Ning, Xun Chen, Wenbo Shen, Yueqiang Cheng
SPOKE: Scalable Knowledge Collection and Attack Surface Analysis of Access Control Policy for Security Enhanced Android. AsiaCCS (2017)
Dong Su, Jianneng Cao, Ninghui Li, Elisa Bertino, Min Lyu, Hongxia Jin
Differentially Private K-Means Clustering and a Hybrid Approach to Private Optimization. ACM Trans. Priv. Secur. 20 (4) (2017)
Tianhao Wang, Jeremiah Blocki, Ninghui Li, Somesh Jha
Optimizing Locally Differentially Private Protocols. CoRR (2017)
Warut Khern-am-nuai, Weining Yang, Ninghui Li
Using Context-Based Password Strength Meter to Nudge Users' Password Generating Behavior: A Randomized Experiment. HICSS (2017)
Tianhao Wang, Ninghui Li, Somesh Jha
Locally Differentially Private Heavy Hitter Identification. CoRR (2017)
Min Lyu, Dong Su, Ninghui Li
Understanding the Sparse Vector Technique for Differential Privacy. CoRR (2016)
Weining Yang, Ninghui Li, Ian M. Molloy, Youngja Park, Suresh N. Chari
Comparing Password Ranking Algorithms on Real-World Password Datasets. ESORICS (1) (2016)
Weining Yang, Ninghui Li, Omar Chowdhury, Aiping Xiong, Robert W. Proctor
An Empirical Study of Mnemonic Sentence-based Password Generation Strategies. CCS (2016)
Dong Su, Jianneng Cao, Ninghui Li, Elisa Bertino, Hongxia Jin
Differentially Private K-Means Clustering. CODASPY (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ninghui Li