Nokia-Bell-Labs / salted-dnnsLinks
(HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing
☆17Updated last year
Alternatives and similar repositories for salted-dnns
Users that are interested in salted-dnns are comparing it to the libraries listed below
Sorting:
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Updated last year
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆58Updated last year
- A scheme for privacy-preserving learning on Tiny Devices.☆46Updated 3 years ago
- Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)☆17Updated 2 years ago
- ☆30Updated 2 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆263Updated last year
- Implementation for FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients☆22Updated last year
- Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence☆15Updated 4 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆20Updated last year
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆17Updated 4 years ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Updated 3 years ago
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆25Updated 2 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆113Updated 4 years ago
- federated-learning☆82Updated 2 years ago
- Four Federated learning datasets for Human Activity Recognition☆54Updated 2 years ago
- codebase for "MELTing Point: Mobile Evaluation of Language Transformers"☆17Updated last year
- Libraries for efficient and scalable group-structured dataset pipelines.☆25Updated 4 months ago
- FL_PyTorch: Optimization Research Simulator for Federated Learning☆35Updated 2 years ago
- Federated Principal Component Analysis Revisited!☆43Updated 3 years ago
- Federated Learning with Partial Model Personalization☆43Updated 3 years ago
- Online Federated Learning.☆16Updated 4 years ago
- (WACV'24) Kaizen: Practical self-supervised continual learning with continual fine-tuning☆15Updated 11 months ago
- Privacy-preserving Federated Learning with Trusted Execution Environments☆72Updated 3 months ago
- Simulation framework for accelerating research in Private Federated Learning☆341Updated last month
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆100Updated 2 years ago
- Federated k-means clustering algorithm implementation and proof of concept.☆32Updated 4 years ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆27Updated 3 years ago
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆19Updated last year
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆80Updated 2 years ago
- Federated posterior averaging implemented in JAX☆51Updated 2 years ago