# VILA-Lab/M-Attack

<https://repo.masters-masters.com/en/repos/VILA-Lab/M-Attack>

[Home](https://repo.masters-masters.com/en) › [VILA-Lab](https://repo.masters-masters.com/en/owners/VILA-Lab) › [M-Attack](https://repo.masters-masters.com/en/repos/VILA-Lab/M-Attack)

VILA-Lab/M-Attack has 103 stars on GitHub. Its RepoMasters card: Prototype tier. \[NeurIPS25 & ICML25 Workshop on Reliable and Responsible Foundation Models\] A…

| Field | Value |
| --- | --- |
| Owner | [VILA-Lab](https://repo.masters-masters.com/en/owners/VILA-Lab) |
| Stars | 103 |
| Forks | 6 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2025 |
| Topics | attack, lvlms, mllms, adversarial-attack |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [VILA-Lab/M-Attack](https://github.com/VILA-Lab/M-Attack) |

## Repository

\[NeurIPS25 & ICML25 Workshop on Reliable and Responsible Foundation Models\] A Simple Baseline Achieving Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1. Paper at: https://arxiv.org/abs/2503.10635

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.