hepucuncao / MIA_toolboxLinks
支持数据撤销的模型成员推理攻击工具箱
☆42Updated 3 months ago
Alternatives and similar repositories for MIA_toolbox
Users that are interested in MIA_toolbox are comparing it to the libraries listed below
Sorting:
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆24Updated 2 years ago
- Code repository for the paper at USENIX Security'24☆29Updated 11 months ago
- personal implementation of secure aggregation protocol☆46Updated last year
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture☆117Updated last year
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆88Updated 5 years ago
- Paper Notes in MPC with Applications to PPML☆69Updated last year
- SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture☆103Updated last year
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago
- A simple Python implementation of a secure aggregation protocole for federated learning.☆35Updated 2 years ago
- A secure aggregation system for private federated learning☆41Updated last year
- Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆32Updated last month
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆123Updated 9 months ago
- Secure Aggregation for FL☆35Updated last year
- SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture☆99Updated last year
- ☆88Updated 5 years ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated 11 months ago
- Symmetric Homomorphic Encryption☆10Updated 2 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆165Updated 2 years ago
- MCSI☆13Updated 3 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated 2 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆31Updated this week
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆39Updated last year
- Materials about Privacy-Preserving Machine Learning☆252Updated 5 months ago
- ☆16Updated 9 months ago
- Implementation of protocols in Falcon☆94Updated 11 months ago
- ☆28Updated 2 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Updated 4 years ago
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆71Updated 2 years ago