使用tensorflow2.1实现联合学习推荐模型，并加入差分隐私噪声进行隐私保护。
☆54Mar 25, 2023Updated 3 years ago
Alternatives and similar repositories for federated_recommendation
Users that are interested in federated_recommendation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 这是我的毕业设计，要求的是带差分隐私的推荐系统，算法采用协同过滤☆42May 14, 2021Updated 5 years ago
- XDU-计科网安方向大数据安全与隐私实验三阶梯三-数据差分隐私处理☆13Jun 25, 2022Updated 4 years ago
- 华中科技大学2018软件安全课程设计：使用python对c语言代码进行静态分析☆12Oct 21, 2018Updated 7 years ago
- 建立基于差分隐私的贝叶斯网络，使得结构化数据同时兼备隐私性与效用性☆30Jan 31, 2021Updated 5 years ago
- 联邦学习隐私保护综述☆36Oct 15, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆388Sep 2, 2025Updated 11 months ago
- 自己的个人毕设，联邦学习相关，主要是多方安全计算中秘密分享的一种算法实现，以完成不需要第三方的安全隐私传输。（An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Apr 10, 2022Updated 4 years ago
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆44Apr 13, 2023Updated 3 years ago
- simple Differential Privacy in PyTorch☆49May 29, 2020Updated 6 years ago
- 《密码学原理与实践》冯登国第三版 —— Java实现☆10Dec 9, 2017Updated 8 years ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 6 years ago
- Python implementation of differential privacy using Laplace mechanism☆11Apr 13, 2026Updated 3 months ago
- IATHook 测试例子☆10Jan 8, 2020Updated 6 years ago
- A Multi-party Computation Protocol Combines Pederson Commitment with Schnorr Signature on Blockchain☆17Nov 15, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 中国地图四色着色，回溯法☆14Jan 31, 2021Updated 5 years ago
- 一个基于区块链的存储系统，可以在多个节点（设备）中，为用户生成非对称加密的公私钥对，并使用此密钥对，对数据进行加密上传，和解密下载。☆12Nov 16, 2022Updated 3 years ago
- 该项目实现了隐私保护和可验证的卷积神经网络（CNN）测试，旨在使模型开发者能够在多个测试者提供的非公开数据上向用户证明CNN性能的真实性，同时保护模型和数据的隐私。☆17Oct 23, 2023Updated 2 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- Experiments on AMSGrad -- pytorch version☆12May 30, 2018Updated 8 years ago
- Differential private machine learning☆200Feb 10, 2022Updated 4 years ago
- ☆14Jul 11, 2023Updated 3 years ago
- Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation in R and Python☆16Jan 7, 2018Updated 8 years ago
- 基于机器学习的恶意加密流量监测平台☆148May 16, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Apr 8, 2022Updated 4 years ago
- ☆12Dec 28, 2020Updated 5 years ago
- Contains code for generation of Points on the Elliptic Curve and performing Proxy ReEncryption using them.☆17Jan 3, 2019Updated 7 years ago
- Pysharkfeat is a TLS encrypted traffic feature extraction tool from pcaps written in Python by using Wireshark's command line tshark.☆14Jul 1, 2022Updated 4 years ago
- An implementation of protocols in [GQL+24] (Efficient Fuzzy Private Set Intersection from Fuzzy Mapping)☆21Dec 19, 2024Updated last year
- A variant of the PyTorch Dataloader using remote workers.☆20Apr 1, 2023Updated 3 years ago
- 数据隐私k匿名，samarati算法和mondrian算法的Python3实现。☆18Apr 26, 2022Updated 4 years ago
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆16Aug 1, 2024Updated 2 years ago
- 基于同态加密的联邦学习安全聚合系统☆48Mar 8, 2021Updated 5 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.
- 基于安全多方计算的隐私保护系统设计与实现☆50Nov 23, 2021Updated 4 years ago
- ☆17Mar 26, 2022Updated 4 years ago
- IDS based on Machine Learning technical☆19Nov 12, 2018Updated 7 years ago
- Unofficial implementation of the algorithm described in the paper Federated Collaborative Filtering for Privacy-Preserving Personalized R…☆22Oct 29, 2021Updated 4 years ago
- Samples of multi-class text classification with Differential Privacy Tensorflow 2.0☆11Feb 8, 2020Updated 6 years ago
- ☆18Dec 2, 2018Updated 7 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆45Nov 29, 2021Updated 4 years ago