Privacy enhancing technologies (PETs) playground.
- DP (Differential Privacy)
- FL (Federated Learning)
- FedAvg
- HE (Homomorphic Encryption)
- CKKS
- TFHE
- B/FV
- BGV
- OT (Oblivious Transfer)
- Pseudonymization
- PIR (Private Information Retrieval)
- SpiralPIR
- DoublePIR
- SimplePIR
- PSI (Private Set Intersection)
- Mea68 (ECDH)
- KKRT16
- SMPC (Secure Multi-Party Computation)
- BGW
- ABY3
- Falcon
- FSS
- SPDZ
- TEE (Trusted Execution Environment)
- ZKP (Zero Knowledge Proofs)
- Groth16
- ZK-STARK
- Bulletproofs
- Halo2
- Plonk
- Plonky2
- Spartan
- NOVA
| Name | Stars | Contributors | Activity | License | Language |
|---|---|---|---|---|---|
| differential-privacy |  |
 |
 |
 |
 |
| privacy |  |
 |
 |
 |
 |
| opacus |  |
 |
 |
 |
 |
| differential-privacy-library |  |
 |
 |
 |
 |
| arx |  |
 |
 |
 |
 |
| PyDP |  |
 |
 |
 |
 |
| opendp |  |
 |
 |
 |
 |
| PipelineDP |  |
 |
 |
 |
 |
| autodp |  |
 |
 |
 |
 |
| smartnoise-sdk |  |
 |
 |
 |
 |
| Name | Stars | Contributors | Activity | License | Language |
|---|---|---|---|---|---|
| PySyft |  |
 |
 |
 |
 |
| FATE |  |
 |
 |
 |
 |
| Flower |  |
 |
 |
 |
 |
| FedML |  |
 |
 |
 |
 |
| tensorflow-federated |  |
 |
 |
 |
 |
| secretflow |  |
 |
 |
 |
 |
| FederatedScope |  |
 |
 |
 |
 |
| primihub |  |
 |
 |
 |
 |
| fedlearner |  |
 |
 |
 |
 |
| leaf |  |
 |
 |
 |
 |
| Name | Stars | Contributors | Activity | License | Language |
|---|---|---|---|---|---|
| fully-homomorphic-encryption |  |
 |
 |
 |
 |
| SEAL |  |
 |
 |
 |
 |
| HElib |  |
 |
 |
 |
 |
| fhe-toolkit-linux |  |
 |
 |
 |
 |
| tfhe |  |
 |
 |
|
 |
| concrete |  |
 |
 |
 |
 |
| lattigo |  |
 |
 |
 |
 |
| tfhe-rs |  |
 |
 |
|
 |
| TenSEAL |  |
 |
 |
 |
 |
| openfhe-development |  |
 |
 |
 |
 |
| Name | Stars | Contributors | Activity | License | Language |
|---|---|---|---|---|---|
| occlum |  |
 |
 |
|
 |
| linux-sgx |  |
 |
 |
|
 |
| enarx |  |
 |
 |
 |
 |
| teaclave |  |
 |
 |
 |
 |
| openenclave |  |
 |
 |
 |
 |
| CCF |  |
 |
 |
 |
 |
| inclavare-containers |  |
 |
 |
 |
 |
| gramine |  |
 |
 |
 |
 |
| ego |  |
 |
 |
 |
 |
| rust-sgx |  |
 |
 |
 |
 |
| Name | Stars | Contributors | Activity | License | Language |
|---|---|---|---|---|---|
| libsnark |  |
 |
 |
 |
 |
| snarkjs |  |
 |
 |
 |
 |
| gnark |  |
 |
 |
 |
 |
| bulletproofs |  |
 |
 |
 |
 |
| bellman |  |
 |
 |
|
 |
| winterfell |  |
 |
 |
 |
 |
| plonky2 |  |
 |
 |
 |
 |
| halo2 |  |
 |
 |
|
 |
| Nova |  |
 |
 |
 |
 |
| Spartan |  |
 |
 |
 |
 |
| plonk |  |
 |
 |
 |
 |