Nokia-Bell-Labs / salted-dnnsLinks
(HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing
☆17Updated 2 years ago
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☆59Updated last year
- Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence☆16Updated 5 years ago
- ☆30Updated 3 years ago
- Libraries for efficient and scalable group-structured dataset pipelines.☆25Updated 7 months ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Updated 3 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆266Updated last year
- Source code for the paper "Federated Learning with Spiking Neural Networks".☆37Updated 4 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆18Updated 4 years ago
- Federated Learning (FL) experiment simulation in Python.☆22Updated 2 weeks ago
- federated-learning☆85Updated 3 years ago
- Implementation for FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients☆22Updated last year
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆116Updated 4 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆21Updated last year
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆102Updated 2 years ago
- A scheme for privacy-preserving learning on Tiny Devices.☆46Updated 4 years ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Updated 5 years ago
- Simulation framework for accelerating research in Private Federated Learning☆350Updated 3 months ago
- FL_PyTorch: Optimization Research Simulator for Federated Learning☆35Updated 2 years ago
- ☆33Updated 6 years ago
- Four Federated learning datasets for Human Activity Recognition☆57Updated 2 years ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Updated 5 years ago
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆23Updated last year
- Federated_learning codes used for the the paper "Evaluation of Federated Learning Aggregation Algorithms" and "A Federated Learning Aggre…☆11Updated 4 years ago
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆43Updated 3 years ago
- Federated Learning with Partial Model Personalization☆42Updated 3 years ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Updated 3 years ago
- Federated posterior averaging implemented in JAX☆53Updated 2 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Updated 6 years ago
- Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)☆17Updated 3 years ago