[ACM Computing Survey 2025] Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey, by MARS Group at Wuhan University.
☆23Apr 9, 2025Updated last year
Alternatives and similar repositories for VFL_Survey
Users that are interested in VFL_Survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆105Jul 18, 2024Updated 2 years ago
- ICML 2024 - Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning☆10Jul 16, 2024Updated 2 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆16Jul 2, 2024Updated 2 years ago
- [AAAI 2025] Label-Free Backdoor Attacks in Vertical Federated Learning☆23Apr 14, 2025Updated last year
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆87Jun 27, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Repository for ResSFL (accepted by CVPR '22)☆26Jun 24, 2022Updated 4 years ago
- [TIFS 2024] SecureReID: Privacy-Preserving Anonymization for Person Re-Identification☆20Mar 9, 2024Updated 2 years ago
- ☆20Jan 18, 2022Updated 4 years ago
- ☆10Aug 19, 2023Updated 3 years ago
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆19May 29, 2023Updated 3 years ago
- [NeurIPS'25] Backdoor Cleaning without External Guidance in MLLM Fine-tuning☆20Oct 13, 2025Updated 10 months ago
- ☆10Mar 6, 2020Updated 6 years ago
- ☆44May 13, 2024Updated 2 years ago
- I have the Artificial Intelligence knowledge you want.☆21Mar 1, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official repository for Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning☆12Sep 2, 2024Updated last year
- An Erasure Code Library with Efficient Repair and Update Features☆11Jan 3, 2022Updated 4 years ago
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆21Oct 13, 2023Updated 2 years ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆29May 28, 2024Updated 2 years ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆116Mar 16, 2026Updated 5 months ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- Watermarking LLM papers up-to-date☆12Dec 17, 2023Updated 2 years ago
- Code for "DeepPolar codes", ICML 2024☆12May 7, 2024Updated 2 years ago
- 本书是《5G Mobile Networks : A Systems Approach》(https://5g.systemsapproach.org/)的中文版翻译。☆13Jun 26, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Medical image retrieval using SOAT feature extractor☆14Oct 1, 2025Updated 10 months ago
- dblp Knowledge Graph☆17Jan 16, 2025Updated last year
- vertical federated learning demo with crypten☆48Sep 5, 2021Updated 4 years ago
- SEED: Self-supervised Distillation for Visual Representation☆16Jul 20, 2022Updated 4 years ago
- Welcome to the Partially Decryptable Ciphertext Policy Attribute-Based Encryption (CP-ABE) Scheme! This repo implements a CP-ABE scheme t…☆13Jul 17, 2025Updated last year
- ☆35Nov 8, 2023Updated 2 years ago
- ☆12Jul 18, 2023Updated 3 years ago
- SecureML Introduction☆10Aug 12, 2023Updated 3 years ago
- ☆17Feb 17, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆18Sep 29, 2023Updated 2 years ago
- ☆14Jan 16, 2025Updated last year
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Dec 12, 2024Updated last year
- ☆22Jan 25, 2023Updated 3 years ago
- [ACM MM-2021] WePerson: learning a generalized re-identification model from all-weather virtual data☆11May 23, 2023Updated 3 years ago
- This repository contains the simulations used in the paper whose title is the same as the repository name.☆13May 16, 2024Updated 2 years ago
- PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Paral…☆17Oct 24, 2017Updated 8 years ago