RustyCoder31

Python, image processing, steganalysis, ML security, adversarial evaluation

crossguard-py, an open-source image sanitizer for multimodal LLM pipelines. Benchmarked at 99.84% payload destruction over 108,015 samples with published per-sample evidence.

Conversations about multimodal prompt injection, threat-model review of image ingest pipelines, and critique of the benchmark methodology.