LiteLMGuard: Seamless and Lightweight On-Device Prompt Filtering for Safeguarding Small Language Models against Quantization-induced Risks and Vulnerabilities. - Kalyan Nakka; Jimmy Dani; Ausmit Mondal; Nitesh Saxena (CoRR, 2025)