Over-the-Air Ensemble Inference with Model Privacy

Over-the-Air Ensemble Inference with Model Privacy

7 February 2022

Selim F. Yilmaz

Burak Hasircioglu

Deniz Gunduz

Papers citing "Over-the-Air Ensemble Inference with Model Privacy"

9 / 9 papers shown

Title
Collaborative Inference over Wireless Channels with Feature Differential Privacy Mohamed Seif Yuqi Nie Andrea J. Goldsmith H. Poor 18 1 0 25 Oct 2024
A Survey on Integrated Sensing, Communication, and Computation Dingzhu Wen Yong Zhou Xiaoyang Li Yuanming Shi Kaibin Huang Khaled B. Letaief 29 0 0 15 Aug 2024
Private Collaborative Edge Inference via Over-the-Air Computation Selim F. Yilmaz Burak Hasircioglu Li Qiao Deniz Gunduz FedML 50 1 0 30 Jul 2024
Over-the-Air Collaborative Inference with Feature Differential Privacy Mohamed Seif Yuqi Nie Andrea J. Goldsmith Vincent Poor 24 0 0 01 Jun 2024
Collaborative Edge AI Inference over Cloud-RAN Pengfei Zhang Dingzhu Wen Guangxu Zhu Qimei Chen Kaifeng Han Yuanming Shi 46 5 0 09 Apr 2024
Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks Zhan Gao Deniz Gunduz GNN 32 1 0 16 Feb 2023
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI Dingzhu Wen Xiang Jiao Peixi Liu Guangxu Zhu Yuanming Shi Kaibin Huang 40 38 0 02 Nov 2022
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 34 212 0 08 Feb 2021
Wireless Image Retrieval at the Edge Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 69 203 0 21 Jul 2020