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Jenp-AICraftWorks / 1-research.md
Created October 27, 2025 19:09 — forked from ruvnet/1-research.md
AI Manipulation Defense System

AI Manipulation Defense System: Comprehensive Development Plan

The AI Manipulation Defense System (AIMDS) is a production-ready framework built to safeguard AI models, APIs, and agentic infrastructures from adversarial manipulation, prompt injection, data leakage, and jailbreaking attempts. It’s designed for organizations deploying autonomous agents, LLM APIs, or hybrid reasoning systems that demand both speed and security.

Application

AIMDS integrates directly into AI pipelines—before or after model inference—to detect and neutralize malicious inputs. It’s ideal for:

  • Enterprise AI gateways securing LLM APIs.
  • Government and defense AI deployments requiring verified integrity.
  • Developers embedding guardrails within autonomous agents and chatbots.