PopupAttack

by SALT-NLP · Agent Tool · ★ 51

About PopupAttack

Attacking Vision-Language Computer Agents via Pop-ups Yanzhe Zhang, Tao Yu, Diyi Yang Overview Autonomous agents powered by large vision and language models (VLM) have demonstrated significant potential in completing daily computer tasks, such as browsing the web to book travel and operating desktop software, which requires agents to understand these interfaces. Despite such visual inputs becoming more integrated into agentic applications, what types of risks and attacks exist around them still remain unclear.

attackclaude-3-5-sonnetcomputer-usellm-agentpop-upvision-language-model

Quick Facts

Stars51
Forks3
LanguagePython
CategoryAgent Tool
Quality Score64.3345722823544/100
Open Issues1
Last Updated2024-12-23
Created2024-11-04
Platformsclaude-code, python
Est. Tokens~13278k

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Frequently Asked Questions

What is PopupAttack?

PopupAttack is Code repo for the paper: Attacking Vision-Language Computer Agents via Pop-ups. It is categorized as a Agent Tool with 51 GitHub stars.

What programming language is PopupAttack written in?

PopupAttack is primarily written in Python. It covers topics such as attack, claude-3-5-sonnet, computer-use.

How do I install or use PopupAttack?

You can find installation instructions and usage details in the PopupAttack GitHub repository at github.com/SALT-NLP/PopupAttack. The project has 51 stars and 3 forks, indicating an active community.

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