# tomkabel/google-botguard-security-research

<https://repo.masters-masters.com/en/repos/tomkabel/google-botguard-security-research>

[Home](https://repo.masters-masters.com/en) › [tomkabel](https://repo.masters-masters.com/en/owners/tomkabel) › [google-botguard-security-research](https://repo.masters-masters.com/en/repos/tomkabel/google-botguard-security-research)

tomkabel/google-botguard-security-research has 105 stars on GitHub. Its RepoMasters card: Prototype tier. SoK: Client-Side Anti-Automation Under VLM-Based…

| Field | Value |
| --- | --- |
| Owner | [tomkabel](https://repo.masters-masters.com/en/owners/tomkabel) |
| Stars | 105 |
| Forks | 19 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | CC-BY-4.0 |
| Created | 2021 |
| Topics | anti-automation, anti-fraud, bot-detection, botguard, browser-security, security-research, systematization-of-knowledge, vlm, web-security, ai-agents |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [tomkabel/google-botguard-security-research](https://github.com/tomkabel/google-botguard-security-research) |

## Repository

SoK: Client-Side Anti-Automation Under VLM-Based Attack – an analytical systematization of client-side anti-fraud defenses

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.