Web Demo

Paste text or select an example. Mamba is selected for its full-file context; choose U-Net in Settings for faster inference. Hover or select a region in the composition bar to see its location, then inspect the highlighted text.

Inference runs locally. The page downloads model assets; your input stays in the browser. The demo uses the general checkpoints. Evaluation details cover the paper’s general and security-adapted models. Browser speed depends on your device and runtime.

The mixed-content example includes an instruction inside an HTML comment. Its original reverse-shell command is redacted; the displayed shell line prints a placeholder.

Open the demo in a full window ↗