aegis

Self-hardening firewall for large language models (by automorphic-ai)

Aegis Alternatives

Similar projects and alternatives to aegis based on common topics and language

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better aegis alternative or higher similarity.

aegis reviews and mentions

Posts with mentions or reviews of aegis. We have used some of these posts to build our list of alternatives and similar projects.
  • Show HN: Firewall for LLMs–Guard Against Prompt Injection, PII Leakage, Toxicity
    1 project | news.ycombinator.com | 28 Jun 2023
    Hey HN,

    We're building Aegis, a firewall for LLMs: a guard against adversarial attacks, prompt injections, toxic language, PII leakage, etc.

    One of the primary concerns entwined with building LLM applications is the chance of attackers subverting the model’s original instructions via untrusted user input, which unlike in SQL injection attacks, can’t be easily sanitized. (See https://greshake.github.io/ for the mildest such instance.) Because the consequences are dire, we feel it’s better to err on the side of caution, with something mutli-pass like Aegis, which consists of a lexical similarity check, a semantic similarity check, and a final pass through an ML model.

    We'd love for you to check it out—see if you can prompt inject it!, and give any suggestions/thoughts on how we could improve it: https://github.com/automorphic-ai/aegis.

    If you want to play around with it without creating an account, try the playground: https://automorphic.ai/playground.

    If you're interested in or need help using Aegis, have ideas, or want to contribute, join our [Discord](https://discord.com/invite/E8y4NcNeBe), or feel free to reach out at [email protected]. Excited to hear your feedback!

    Repository: https://github.com/automorphic-ai/aegis

  • We’ve built a free firewall for LLMs (Aegis) — Say goodbye to prompt injections, prompt leakage, and toxic language (100+ stars)
    1 project | /r/ChatGPTPro | 28 Jun 2023
  • Try your best prompts—especially prompt injections—against Aegis, our firewall for LLMs
    1 project | /r/GPT_jailbreaks | 28 Jun 2023
    We've built Aegis, a firewall for LLMs (a guard against malicious inputs, prompt injections, toxic language, etc), and we'd love for you to check it out—see if you can prompt inject it!, and give any suggestions/thoughts on how we could improve it: https://github.com/automorphic-ai/aegis. Internally, it consists of a lexical similarity check, a semantic similarity check, and a final pass through an ML model.
  • Creating a Firewall for LLMs
    1 project | /r/LocalLLaMA | 19 Jun 2023
    Hey guys, we're creating aegis, a self-hardening firewall for large language models. Protect your models from adversarial attacks: prompt injections, prompt and PII leakage, and more.
  • A note from our sponsor - SaaSHub
    www.saashub.com | 5 May 2024
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Stats

Basic aegis repo stats
4
241
5.6
2 months ago

automorphic-ai/aegis is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of aegis is Python.


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