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yueliu1999 / FlipAttack

[ICML 2025] An official source code for paper "FlipAttack: Jailbreak LLMs via Flipping".

Why this job: says: jailbreak; topics: security, jailbreak

What it does

Figure 1. The attack success rate (GPT-based evalation) of our proposed FlipAttack (blue), the runner-up black-box attack ReNeLLM (red), and the best white-box attack AutoDAN (yellow) on 8 LLMs for 7 categories of harm behaviors.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 3 months ago
Stars
182
On GitHub
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Python
100% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
100% closed
0 still open
Pull requests
0 merged
0 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 100%

Topics

  • ai
  • jailbreak
  • llm
  • llms
  • safety
  • security

Project record

  • JobAI security
  • StatusListed
  • Commits40
  • Forks15
  • Watching4
  • Stars in 28 days+1
  • CreatedOct 2, 2024
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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