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prompt injection detection

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Black & White Path
Black & White Path
Jul 5, 2026 · Artificial Intelligence

In‑Depth Evaluation of the 1.5B‑Parameter Security‑SLM‑1.5B Model Running Locally on CPU

The article provides a detailed technical assessment of the open‑source 1.5 billion‑parameter security‑SLM‑1.5B language model, covering its architecture, quantized GGUF format, blue‑team and red‑team capabilities, training metrics, performance improvements, and step‑by‑step deployment on CPU via Ollama, llama.cpp, and Python.

MITRE ATT&CK mappingOllamablue team
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In‑Depth Evaluation of the 1.5B‑Parameter Security‑SLM‑1.5B Model Running Locally on CPU