Original Summary

Hey everyone, I’ve been experimenting with GPT-6 Astra and Claude 5.5 lately, and honestly, the way they can reconstruct compiled binaries into readable source code is kind of terrifying for anyone building commercial software or games. Traditional obfuscation just doesn't work anymore because the AI understands the semantics , not just the syntax. I got a bit obsessed with this problem and designed a conceptual defense layer called NeuralShield. The idea is to fight the LLM, not the CPU. It basically wraps the core logic in semantic traps and binary prompt injections. When an AI tries to read it, its context window gets flooded, forcing it to hallucinate. I threw together a quick landing page to explain the mechanics: https://www.neuralshield.eu Full transparency: I haven't written the heavy backend yet. I want to validate if other devs actually care about this threat before I spend the next 6 months building it. Does this approach make sense from a security standpoint? Is this a real problem for you, or am I overthinking it? Would love any brutally honest feedback.   submitted by   /u/feder_is_sword [link]   [comments]

  • 情报分类：商业与市场研究
  • 分类依据：内容涉及商业、投资或市场动态
  • 信息来源：Reddit · SideProject
  • 发布时间：2026/10/8 20:47:33