Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios
☆19Apr 27, 2022Updated 3 years ago
Alternatives and similar repositories for PoisonFedDLRS
Users that are interested in PoisonFedDLRS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Model Poisoning Attack to Federated Recommendation☆32Apr 23, 2022Updated 3 years ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆27Jan 18, 2023Updated 3 years ago
- ☆22Sep 6, 2021Updated 4 years ago
- A project for collecting and showing the current research progress of FedRec☆143Oct 17, 2023Updated 2 years ago
- ☆42Nov 24, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code of FedAttack.☆11Feb 9, 2022Updated 4 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 3 years ago
- ☆30Feb 4, 2021Updated 5 years ago
- Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique…☆11Apr 5, 2024Updated 2 years ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆23Nov 4, 2021Updated 4 years ago
- Official implementation of the papers "User-controlled federated matrix factorization for recommender systems" and "FedeRank: User Contro…☆18Jul 28, 2020Updated 5 years ago
- The code for paper "Cross Platforms Linguals and Models Social Bot Detection via Federated Adversarial Contrastive Knowledge Distillation…☆20May 3, 2023Updated 2 years ago
- The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.☆20Aug 2, 2022Updated 3 years ago
- 基于联邦学习的电影推荐系统，采用联邦学习框架FATE1.3.1的水平联邦推荐算法。☆28Apr 20, 2022Updated 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.
- ☆47Apr 26, 2024Updated last year
- code of FedGNN☆95May 12, 2022Updated 3 years ago
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 3 years ago
- Learning from history for Byzantine Robustness☆26Jun 11, 2021Updated 4 years ago
- Implementation of Adversarial Privacy Graph Embedding in TensorFlow☆21Jun 12, 2020Updated 5 years ago
- Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".☆70Oct 18, 2021Updated 4 years ago
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆21Oct 8, 2024Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆70Oct 14, 2024Updated last year
- MIPT_MSU team RecSys Challenge 2018 solution☆10Jul 2, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Publication of the code we used in the RecSys Challenge 2018.☆12Jul 11, 2018Updated 7 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- [AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning☆28Feb 23, 2023Updated 3 years ago
- A curated collection of adversarial attack and defense on recommender systems.☆137Apr 29, 2022Updated 3 years ago
- Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation☆58Apr 28, 2024Updated last year
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆39Jan 30, 2023Updated 3 years ago
- Group review spammer detection☆10Sep 9, 2019Updated 6 years ago
- ☆10Jul 20, 2023Updated 2 years ago
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆43Apr 13, 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.
- Implementation for NIPS2023: A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning☆15Apr 25, 2024Updated last year
- ANOMULY is a general, unsupervised edge anomaly detection framework for multiplex dynamic networks.☆11May 19, 2023Updated 2 years ago
- ☆21Oct 25, 2021Updated 4 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Aug 3, 2023Updated 2 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Oct 10, 2022Updated 3 years ago
- generative-camouflaged-spam-detector☆11Aug 20, 2020Updated 5 years ago
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆10Sep 8, 2023Updated 2 years ago