FLaaS: Federated Learning as a Service

18 November 2020

Papers citing "FLaaS: Federated Learning as a Service"

20 / 20 papers shown

Title
RBLA: Rank-Based-LoRA-Aggregation for Fine-tuning Heterogeneous Models in FLaaS Shuaijun Chen Omid Tavallaie Niousha Nazemi Albert Y. Zomaya 39 3 0 16 Aug 2024
Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models Wentao Gao Omid Tavallaie Shuaijun Chen Albert Zomaya FedML 30 3 0 30 Jul 2024
DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service Yu Liu Zibo Wang Yifei Zhu Chen Chen FedML 17 3 0 15 Feb 2024
Multi-Criteria Client Selection and Scheduling with Fairness Guarantee for Federated Learning Service Meiying Zhang Huan Zhao Sheldon C Ebron Ruitao Xie Kan Yang 16 1 0 05 Dec 2023
Zero-touch realization of Pervasive Artificial Intelligence-as-a-service in 6G networks Emna Baccour Mhd Saria Allahham A. Erbad Amr M. Mohamed Ahmed Refaey Hussein Mounir Hamdi 14 22 0 21 Jul 2023
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Moming Duan Qinbin Li Linshan Jiang Bingsheng He FedML 31 4 0 05 Jul 2023
Poster: Sponge ML Model Attacks of Mobile Apps Souvik Paul N. Kourtellis 13 3 0 01 Mar 2023
P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups Ioannis Arapakis P. Papadopoulos Kleomenis Katevas Diego Perino 19 7 0 26 Feb 2023
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey Jiajun Wu Steve Drew Fan Dong Zhuangdi Zhu Jiayu Zhou FedML 50 46 0 06 Feb 2023
Auxo: Efficient Federated Learning via Scalable Client Clustering Jiachen Liu Fan Lai Yinwei Dai Aditya Akella H. Madhyastha Mosharaf Chowdhury 44 10 0 29 Oct 2022
Privacy-Preserving Online Content Moderation: A Federated Learning Use Case Pantelitsa Leonidou N. Kourtellis Nikos Salamanos Michael Sirivianos 11 1 0 23 Sep 2022
FLaaS: Cross-App On-device Federated Learning in Mobile Environments Kleomenis Katevas Diego Perino N. Kourtellis FedML 17 1 0 22 Jun 2022
Fabricated Flips: Poisoning Federated Learning without Data Jiyue Huang Zilong Zhao L. Chen Stefanie Roos 25 3 0 07 Feb 2022
Securing Federated Sensitive Topic Classification against Poisoning Attacks Tianyue Chu Álvaro García-Recuero Costas Iordanou Georgios Smaragdakis Nikolaos Laoutaris 33 9 0 31 Jan 2022
DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities Jiahui Geng Neel Kanwal M. Jaatun Chunming Rong 19 19 0 18 May 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 26 86 0 04 May 2021
PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments Fan Mo Hamed Haddadi Kleomenis Katevas Eduard Marin Diego Perino N. Kourtellis FedML 30 244 0 29 Apr 2021
The Rise and Fall of Fake News sites: A Traffic Analysis Manolis Chalkiadakis Alexandros Kornilakis P. Papadopoulos E. Markatos N. Kourtellis GNN MLAU 22 14 0 16 Mar 2021
Federated Learning: Opportunities and Challenges P. Mammen FedML 46 211 0 14 Jan 2021
I call BS: Fraud Detection in Crowdfunding Campaigns Beatrice Perez Sara R. Machado Jerone T. A. Andrews N. Kourtellis 14 8 0 30 Jun 2020