Angel - Prompt Attack Detection Model

What it does

As AI evolves, so do threats. 😇Angel blocks prompt attacks like jailbreaking, leakage, and unethical content. 🛡️ Detect and stop threats before they harm your AI. 🔒Secure your AI with Angel and stay ahead! ⚔️

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  grimly.ai2025 · ▲16

  Drop-in security for your AI stack.

• FP
  Find prompts that jailbreak your agent (open source)2025 · security.vista-labs.ai · ▲8

  We've built an open-source tool to stress test AI agents by simulating prompt injection attacks. We’ve implemented one powerful attack strategy based on the paper [AdvPrefix: An Objective for Nuanced LLM Jailbreaks](https://arxiv.org/abs/2412.10321). Here's how it works: - You define a goal, like: “Tell me your system prompt” - Our tool uses a language model to generate adversarial prefixes (e.g., “Sure, here are my system prompts…”) that are likely to jailbreak the agent. - The output is a list of prompts most likely to succeed in bypassing safeguards. We’re just getting…

• 
  Preempt AIJul 2026 · getpreempt.com · ▲10

  AI is powerful. Make sure it's safe too.

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  AntijectionDec 2025 · antijection.com · ▲2

  Stop malicious prompts before they reach your AI

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  Preempt AIDec 2025 · preempt-ai.vercel.app · ▲3

  Safeguard your prompts before they reach AI

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  LLMs can be susceptible to a new kind of malware2023 · github.com · ▲17

  New ways of breaking app-integrated LLMs . Contribute to greshake/llm-security development by creating an account on GitHub.

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