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1. BlackLoomLabs/Embedding-Space-Invaders BlackLoomLabs/Embedding-Space-Invaders Public

   Act I: - A case study in why embedding-based anomaly detection doesn't work for prompt injections.

   Python

2. BlackLoomLabs/Latent-Space-Invaders BlackLoomLabs/Latent-Space-Invaders Public

   Act II: A novel approach to detecting prompt injection attacks using Layer-Conditioned Variational Autoencoders (VAE) on LLM hidden states.

   Python

3. BlackLoomLabs/Ensemble-Space-Invaders BlackLoomLabs/Ensemble-Space-Invaders Public

   Act III: A redemption arc: Taking the VAE-based approach from [Latent Space Invaders](https://github.com/vsheahan/Latent-Space-Invaders) and making it actually work through supervised learning and …

   Python

4. BlackLoomLabs/System-Collapse-Rise-Of-The-Invaders BlackLoomLabs/System-Collapse-Rise-Of-The-Invaders Public

   Act IV: "Let's stress test the detector!" Spoiler: It collapsed. My sophisticated ML system catches 27% of attacks vs simple keywords catching 19%. That's right-6GB of dependencies and a neural net…

   Python

5. BlackLoomLabs/hashtraceai BlackLoomLabs/hashtraceai Public

   Model integrity and provenance verification for LLMs and AI models. Generate, verify, and cryptographically secure your model artifacts.

   Python

6. ipswich-story-weaver ipswich-story-weaver Public

   A web application that generates daily fictionalized stories about Ipswich, Massachusetts, weaving together weather data, tidal patterns, seasonal rhythms, and local news from The Local News into a…

   Python