tnurbek / capride-learning
[CVPR 2023] CaPriDe Learning: Confidential and Private Decentralized Learning based on Encryption-friendly Distillation Loss
☆11Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for capride-learning
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆28Updated 11 months ago
- ☆12Updated last month
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆33Updated 5 months ago
- GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.☆20Updated 3 weeks ago
- Private and Reliable Neural Network Inference (CCS '22)☆18Updated last year
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆36Updated 2 years ago
- A secure aggregation system for private federated learning☆36Updated 6 months ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆73Updated 3 months ago
- Secure Aggregation for FL☆34Updated 11 months ago
- Paper Notes in MPC with Applications to PPML☆65Updated 7 months ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆42Updated 3 months ago
- Implementation of SortingHat: Efficient Private Decision Tree Evaluation via Homomorphic Encryption and Transciphering.☆17Updated 2 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆67Updated 2 years ago
- A cross compiler and standardized benchmarks for fully homomorphic encryption☆32Updated 10 months ago
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated last year
- ☆32Updated last year
- Multi-GPU acceleration for Fully Homomorphic Encryption☆16Updated 5 months ago
- High Performance Implementation of Secure Multiparty Computation protocols☆11Updated last week
- ☆30Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆32Updated 3 years ago
- ☆17Updated last month
- ☆15Updated 2 years ago
- ☆104Updated 2 years ago
- MPC team of Security Group in HITSZ☆19Updated 2 months ago
- Python implementation of some existing functional encryption schemes for the inner product functionality☆12Updated 2 years ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆18Updated 3 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆67Updated 3 years ago
- Piranha: A GPU Platform for Secure Computation☆92Updated last year
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆22Updated 2 years ago