Antigoni Polychroniadou

1. Differentially Private Secure Multi-Party Computation for Federated\n Learning in Financial Applications
   2020/10/12 by David R. Byrd, Antigoni Polychroniadou, Byrd, David +1 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN) #Multiagent Systems (cs.MA) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing
   2024/10/21 by Alexander Bienstock, Bienstock, Alexander, Ujjwal Kumar +3 · 3 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Certified in Theory, Broken in Practice: Assumption Gaps in Cryptographic Model Certification
   2026/07/23 by Carter Luck, Olive Franzese-McLaughlin, Elisaweta Masserova +3 · 1 voice
   #cs.CR #cs.LG
4. OPA: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning
   2024/10/29 by Harish Karthikeyan, Antigoni Polychroniadou, Karthikeyan, Harish +1 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #D.4.6 #E.3 #FOS: Computer and information sciences #I.2 #I.2.11 #K.4.1 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data