Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
☆23Nov 22, 2022Updated 3 years ago
Alternatives and similar repositories for encrypted_ai_finance
Users that are interested in encrypted_ai_finance are comparing it to the libraries listed below
Sorting:
- Federated learning used to detect credit card fraud☆13Jun 23, 2020Updated 5 years ago
- Repository for Federated Learning with Differential Privacy☆11May 28, 2022Updated 3 years ago
- Secure Inference Resilient Against Malicious Clients☆15May 3, 2022Updated 3 years ago
- ☆12Nov 26, 2019Updated 6 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 2019Updated 6 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Mar 31, 2021Updated 4 years ago
- ☆12Aug 24, 2018Updated 7 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 4 years ago
- ☆73Oct 3, 2023Updated 2 years ago
- ☆13Dec 3, 2021Updated 4 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Jul 20, 2019Updated 6 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39May 13, 2025Updated 9 months ago
- Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applicat…☆18Jul 12, 2023Updated 2 years ago
- LSTM network to verify trajector prediction on the NGSIM dataset based on IoV-SFDL framework☆49Jan 4, 2023Updated 3 years ago
- Neural Arithmetic Logic Units☆21Sep 8, 2018Updated 7 years ago
- ☆22Apr 6, 2021Updated 4 years ago
- Federated Learning for Object Detection in Autonomous Vehicles☆31May 14, 2021Updated 4 years ago
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆28Oct 6, 2023Updated 2 years ago
- Easy Setup, File-based, Offline Capable Federated Learning and Computations☆22Feb 11, 2026Updated 3 weeks ago
- Secure Aggregation for FL☆38Nov 25, 2023Updated 2 years ago
- 这是一个使用vue配合element-ui开发的一个电商后台管理系统项目,项目都都是使用的前端最新技术☆13Jan 4, 2023Updated 3 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆77Jul 25, 2024Updated last year
- A simple Python implementation of a secure aggregation protocole for federated learning.☆37May 1, 2023Updated 2 years ago
- ☆34Oct 12, 2022Updated 3 years ago
- 北京 青年大学习 使用Github Actions自动完成☆10Nov 5, 2022Updated 3 years ago
- ☆10Sep 24, 2019Updated 6 years ago
- Implementation of the paper "Opcodes as predictor for malware " by Daniel Bilar☆11Oct 17, 2020Updated 5 years ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Sep 21, 2020Updated 5 years ago
- I put all my exploration around AI in reproducible notebooks in this repository☆105Feb 11, 2026Updated 3 weeks ago
- ☆14May 17, 2024Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆92Aug 4, 2019Updated 6 years ago
- Minimalist Operating System designed to implement as much functionality as possible with a budget of 1000 Lines of Code☆12Sep 28, 2016Updated 9 years ago
- HTTPS-based Pluggable Transport for Tor☆12Aug 6, 2018Updated 7 years ago
- ☆11Apr 4, 2022Updated 3 years ago
- ☆12Aug 19, 2022Updated 3 years ago
- Repository containing notebooks that implement different Federated Learning algorithms using PyTorch☆12May 17, 2021Updated 4 years ago
- Robust Differentially Private Training of Deep Neural Networks☆12Dec 10, 2020Updated 5 years ago
- [CVPR 2023] "TrojViT: Trojan Insertion in Vision Transformers" by Mengxin Zheng, Qian Lou, Lei Jiang☆14Jan 5, 2024Updated 2 years ago