Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

llm-sp

Papers and resources related to the security and privacy of LLMs 🤖
https://github.com/chawins/llm-sp

Last synced: 4 days ago
JSON representation

Defenses
- Against Jailbreak & Prompt Injection
  - Representation Engineering paper
Vulnerabilities
- Jailbreak
  - red-teaming LLM with LLM paper
- Privacy
  - n-gram overlap
  - the neighborhood attack
  - https://lh7-us.googleusercontent.com/docsz/AD_4nXfYqVNs4Ys2z0tT7L7-ZFP-JR4m5FusZO3WIAxjWxha3B8s5r2jZp0RJVQHtky-Rwjp1Ts74I5_wIA4BJDvkDxMM6Te8wJr6U048GyH2yOPrSXtrUxfW6KYkJgABWbA0RWx9Y4KFsgO8vImCIJC1qZe67Al?key=tnvND9ISaZ8tyyKRiQLqgQ
  - GitHub - iamgroot42/mimir: Python package for measuring memorization in LLMs. - k%, zlib, reference-based attack (Ref), neighborhood.
  - MemFree
Other resources
- People/Orgs/Blog to Follow
  - @llm_sec
  - @simonw
  - @wunderwuzzi23
  - [Blog
  - [Blog
  - [Blog
  - @rharang
  - [X
  - [Blog
  - [Blog
  - [Blog
- Resource Compilation
  - https://llmsecurity.net/
  - https://surrealyz.github.io/classes/llmsec/llmsec.html
Logistics
- Notion
  - Notion
- Prompt Injection vs Jailbreak vs Adversarial Attacks
  - jailbreakchat.com

Programming Languages

Jupyter Notebook 1

Categories

Other resources 13 Vulnerabilities 6 Logistics 2 Defenses 1

Sub Categories

People/Orgs/Blog to Follow 11 Privacy 5 Resource Compilation 2 Prompt Injection vs Jailbreak vs Adversarial Attacks 1 Notion 1 Against Jailbreak & Prompt Injection 1 Jailbreak 1

Keywords

membership-inference 1 llm-privacy 1