Tag: Weight Extraction

Sep 22
Defending Fine-Tuned Open-Weight Models Against Weight-Extraction and Reverse-Engineering

In traditional software engineering, proprietary business logic, specialized algorithms, and machine learning models are typically deployed as closed, black-box cloud services. Enterprises train custom models on proprietary data, host them in secure internal enclaves, and expose only restricted, high-level REST or gRPC endpoints to users. The underlying model weights, parameter files, and architectural configurations never […]