MD Tanjim Molla

Toward Reproducible Local Evaluation of Prompt Injection in Open-Weight LLMs: Design and Threat Model

Open-weight language models are increasingly deployed in local and edge environments, yet their robustnessagainst prompt injection and system-prompt leakage remains poorly quantified under reproducible conditions.Existing large-scale benchmarks largely target hosted, API-served m...

Toward Reproducible Local Evaluation of Prompt Injection in Open-Weight LLMs: Design and Threat Model

Open-weight language models are increasingly deployed in local and edge environments, yet their robustnessagainst prompt injection and system-prompt leakage remains poorly quantified under reproducible conditions.Existing large-scale benchmarks largely target hosted, API-served m...