OWASP-Model-Card-Security-Standard

Status: Draft — Incubating OWASP Project This standard is under active development. Contributions and feedback are very welcome. What is this? When you download a pre-trained model from HuggingFace or any other repository, you're essentially trusting a black box. You don't know what data it was...

Embedding Trust at Scale: Physics-Aware Neural Watermarking for Secure and Verifiable Data Pipelines

We present a robust neural watermarking framework for scientific data integrity, targeting high-dimensional fields common in climate modeling and fluid simulations. Using a convolutional autoencoder, binary messages are invisibly embedded into structured data such as temperature, vorticity, and...