Ninghui Li

1. Understanding the Sparse Vector Technique for Differential Privacy
   2016/03/05 by Min Lyu, Lyu, Min, Dong Su +3 · 9 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
2. Locally Differentially Private Heavy Hitter Identification
   2017/08/22 by Tianhao Wang, Ninghui Li, Wang, Tianhao +3 · 4 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
3. On Sampling, Anonymization, and Differential Privacy: Or, k-Anonymization Meets Differential Privacy
   2011/01/13 by Ninghui Li, Wahbeh Qardaji, Li, Ninghui +3 · 1 citation
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
4. Information-theoretic metrics for Local Differential Privacy protocols
   2019/10/17 by Milan Lopuhaä-Zwakenberg, Lopuhaä-Zwakenberg, Milan, Boris Škorić +3 · 2 citations
   Computer Science · Engineering · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques
5. Answering Multi-Dimensional Range Queries under Local Differential Privacy
   2020/09/14 by Jianyu Yang, Tianhao Wang, Yang, Jianyu +7 · 1 citation
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
6. Black-box Model Inversion Attribute Inference Attacks on Classification Models
   2020/12/07 by Shagufta Mehnaz, Ninghui Li, Mehnaz, Shagufta +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data