CuraSec

tag: Privacy-Preserving · 1 items

Learn archived PrivDNN: Partial DNN Encryption for Secure Multi-Party Inference
2026-07-27 · arXiv cs.CR · source ↗ #machine-learning#privacy-preserving#cryptography
  • Engineer — Learn: Research-stage framework for privacy-preserving ML inference using partial homomorphic encryption; no production deployment target yet, but relevant for teams evaluating MLaaS privacy architectures.
  • SOC/IR — Skip
  • Leader — Learn: Emerging approach to MLaaS model-and-data confidentiality could inform vendor risk questions around proprietary model exposure; no near-term action required.