Rouzbeh Behnia
- Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning
2023/04/07 by Rouzbeh Behnia, Arman Riasi, Behnia, Rouzbeh +7 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
2024/08/19 by Jeremiah Birrell, Birrell, Jeremiah, Reza Ebrahimi +5 · 2 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- From Machine Learning to Machine Unlearning: Complying with GDPR's Right to be Forgotten while Maintaining Business Value of Predictive Models
2024/11/26 by Yuncong Yang, Xiao Han, Yang, Yuncong +9 · 1 citation
Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)