pysyft
https://github.com/openmined/pysyft
Python
Private Deep Learning Client
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- Issues
- feat: add pre-write immutability filter for private datasets on enclave
- Security: Unsafe YAML deserialization in RuleSet.load()
- Security: Path traversal in file_writer.py write_file method
- feat: add syft-verifuscate package for verify-then-obfuscate of enclave model code
- feat: add start-large / start-debug-large and ssh-container enclave recipes
- Gaps in testing (local Python --> local GDrive --> Colab)
- Syft client log in is slow
- feat: pre-packaged enclave LLM inference service with private logs dataset
- Bug when using in_memory_cache
- Add DPG badge in README.md
- Docs
- Python not yet supported