James Joshi

1. Privacy-Preserving Machine Learning: Methods, Challenges and Directions
   2021/08/10 by Runhua Xu, Nathalie Baracaldo, Xu, Runhua +3 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
2. FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data
   2021/03/05 by Runhua Xu, Xu, Runhua, Nathalie Baracaldo +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. CryptoNN: Training Neural Networks over Encrypted Data
   2019/04/15 by Runhua Xu, James Joshi, Xu, Runhua +3 · 2 citations
   Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning
   2025/02/08 by Runhua Xu, Xu, Runhua, Shiqi Gao +7 · 4 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Internet Traffic Analysis and Secure E-voting
5. NN-EMD: Efficiently Training Neural Networks using Encrypted Multi-Sourced Datasets
   2020/12/18 by Runhua Xu, James Joshi, Xu, Runhua +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
6. A Friendship Privacy Attack on Friends and 2-Distant Neighbors in Social Networks
   2013/09/24 by Lei Jin, Xuelian Long, Jin, Lei +3 · 1 citation
   Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Privacy, Security, and Data Protection #cs.CR #cs.SI #physics.soc-ph