> PromptShield is a prompt security middleware for LLMs. It uses a fine-tuned DistilBERT classifier to label incoming prompts as safe, unsafe, suspicious, or jailbreak before forwarding to Google Gemini 2.5 Flash. Built with Python, Transformers, and a vanilla HTML/CSS/JS frontend.