Xiaolan Gu
- PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility
2019/11/28 by Xiaolan Gu, Ming Li, Gu, Xiaolan +7 · 6 citations
Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- Providing Input-Discriminative Protection for Local Differential Privacy
2019/11/04 by Xiaolan Gu, Gu, Xiaolan, Ming Li +5 · 1 citation
Computer Science · Social Sciences · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy
2021/10/22 by Xiaolan Gu, Gu, Xiaolan, Ming Li +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data