TH3.R3: Secure Federated Learning
Thu, 11 Jul, 14:35 - 15:55
Location: Ypsilon IV-V-VI
Session Chair: Namrata Vaswani, Iowa State University
Track: 15: Distributed and Federated Learning
Thu, 11 Jul, 14:35 - 14:55

TH3.R3.1: VALID: a Validated Algorithm for Learning in Decentralized Networks with Possible Adversarial Presence
Mayank Bakshi, Arizona State University, United States; Sara Ghasvarianjahromi, Yauhen Yakimenka, New Jersey Institute of Technology, United States; Allison Beemer, University of Wisconsin-Eau Claire, United States; Oliver Kosut, Arizona State University, United States; Joerg Kliewer, New Jersey Institute of Technology, United States
Thu, 11 Jul, 14:55 - 15:15

TH3.R3.2: Secure Inference for Vertically Partitioned Data Using Multiparty Homomorphic Encryption
Shuangyi Chen, University of Toronto, Canada; Yue Ju, Zhongwen Zhu, Ericsson, Canada; Ashish Khisti, University of Toronto, Canada
Thu, 11 Jul, 15:15 - 15:35

TH3.R3.3: Byzantine-Resilient Federated Principal Subspace Estimation
Ankit Pratap Singh, Namrata Vaswani, Iowa State University, United States
Thu, 11 Jul, 15:35 - 15:55

TH3.R3.4: Robust Distributed Gradient Descent to Corruption over Noisy Channels
Shuche Wang, Vincent Y. F. Tan, National University of Singapore, Singapore