LLM Prompt Injection Detection API Service PoC.
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Updated
Nov 14, 2025 - Go
LLM Prompt Injection Detection API Service PoC.
A multi-layered prompt injection detection system built with Laravel.
FRACTURED-SORRY-Bench: This repository contains the code and data for the creating an Automated Multi-shot Jailbreak framework, as described in our paper.
Bidirectional security framework for human/LLM interfaces. Implements a defense-in-depth architecture with multiple validation layers for input, output, and agent state. Version 2.5.0 achieves a ~54 MB memory baseline (96% reduction) through PyTorch-free core execution and on-demand loading of advanced ML validators
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