Releases: secretflow/heu
Releases · secretflow/heu
v0.4.4b0
v0.4.3b3
- [Feature] New api: TreePredictWithIndices support prediction with non-complete
trees. - [Feature] New api: Add range check for OU on decryption to block plaintext
overflow attack - [Bugfix] Code improve: Make tree pred with indices safer and faster.
- [other] Update libtommath to head version
v0.4.2b0
v0.3.2b0
- [Feature/experimental] Add a new PHE algorithm implementation - IPCL. (Thanks to Intel)
IPCL has very good performance on Intel AVX512-IFMA cpu instruction set and/or Intel QAT accelerator - [Feature] Add benchmark for numpy api
- [Feature] add pickle support for XXXEncoderParams class
- [Optimize] MPInt serialize is 81x faster and deserialize is 53x faster
v0.3.0b0
- HEU supports a variety of big integer arithmetic libraries now
- PHE algorithms: Add vectorized SPI support
- add phe.parse_schema_type() to parse string to phe.SchemaType
- [Break change] When creating an Encoder instance, you need to pass in schema information, because different schemas may be based on completely different integer operation libraries. Please see upgrade guide doc for details.