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ZENODO
Other literature type . 2025
License: http://opensource.org/licenses/MIT
Data sources: ZENODO
ZENODO
Project deliverable . 2025
License: https://opensource.org/licenses/MIT
Data sources: Datacite
Claim

Halligan

descriptionPublicationkeyboard_double_arrow_right Project deliverable , Other literature type 21 Jun 2025 English Publisher:Zenodo

doi: 10.5281/zenodo.15709075

Abstract

Introduction This repository provides the official artifact for the paper:"Are CAPTCHAs Still Bot-Hard? Generalized Visual CAPTCHA Solving with Agentic Vision Language Models" Our work explores the effectiveness of Vision-Language Model (VLM) agents in solving modern visual CAPTCHAs by leveraging reasoning, abstraction, and code synthesis capabilities. Contents benchmark.zip: An interactive offline benchmark suite designed to evaluate VLM agents on their ability to solve visual CAPTCHA challenges. halligan.zip: The implementation of Halligan, our proposed VLM agent introduced in the paper

Keywords

Web Security, VLM, CAPTCHA

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average