☆35Oct 4, 2021Updated 4 years ago
Alternatives and similar repositories for VFL-Survey
Users that are interested in VFL-Survey are comparing it to the libraries listed below
Sorting:
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆102Jul 18, 2024Updated last year
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆85Jun 27, 2023Updated 2 years ago
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆38Jul 29, 2025Updated 7 months ago
- [ACM Computing Survey 2025] Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey, by MARS Group at Wuhan Univ…☆23Apr 9, 2025Updated 10 months ago
- ☆25Jul 12, 2021Updated 4 years ago
- An Efficient and Easy-to-use Federated Learning Framework.☆43Feb 21, 2026Updated 2 weeks ago
- Code and full version of the paper "Hijacking Attacks against Neural Network by Analyzing Training Data"☆14Feb 28, 2024Updated 2 years ago
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 5 years ago
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆18Sep 29, 2023Updated 2 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆15Jul 2, 2024Updated last year
- ☆20Feb 25, 2024Updated 2 years ago
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆19Apr 3, 2024Updated last year
- A demo of vertical federated learning on simple datasets☆23Nov 21, 2020Updated 5 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆25Sep 28, 2024Updated last year
- ☆19Oct 24, 2021Updated 4 years ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆26Jan 18, 2023Updated 3 years ago
- Privacy attacks on Split Learning☆43Nov 15, 2021Updated 4 years ago
- ☆17Aug 5, 2024Updated last year
- ☆52Aug 28, 2021Updated 4 years ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆46Jun 12, 2023Updated 2 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Oct 12, 2025Updated 4 months ago
- [USENIX'23] TPatch: A Triggered Physical Adversarial Patch☆24Aug 8, 2023Updated 2 years ago
- Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"☆24May 3, 2023Updated 2 years ago
- ☆29May 8, 2023Updated 2 years ago
- ☆26Dec 14, 2021Updated 4 years ago
- ☆22Apr 6, 2021Updated 4 years ago
- ☆180Oct 24, 2024Updated last year
- Machine Learning & Security Seminar @Purdue University☆25May 9, 2023Updated 2 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆41Aug 31, 2025Updated 6 months ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆28Oct 25, 2021Updated 4 years ago
- This is the official repository for the ICLR 2025 accepted paper Badrobot: Manipulating Embodied LLMs in the Physical World.☆41Jun 26, 2025Updated 8 months ago
- ☆11Dec 23, 2024Updated last year
- spark-sight: Spark performance at a glance☆10Apr 6, 2023Updated 2 years ago
- ☆28Mar 15, 2023Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Nov 8, 2021Updated 4 years ago
- ☆12May 6, 2022Updated 3 years ago