---
title: "Discussion on \"When the Safety System Becomes the Threat Model: A Case Study in Classifier Drift\n\" | Hashnode"
description: "Discussion on \"When the Safety System Becomes the Threat Model: A Case Study in Classifier Drift\n\". A bug bounty researcher's Claude account got blocked 35x in 43 hours,including for writing a responsible-disclosure checklist. Here's the data."
url: "https://hashnode.com/posts/when-the-safety-system-becomes-the-threat-model-a-case-study-in-classifier-drift/6a8782c4eb0af922b0c81544"
---

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# [When the Safety System Becomes the Threat Model: A Case Study in Classifier Drift](https://halosecurityhasnodedev.hashnode.dev/when-the-safety-system-becomes-the-threat-model-a-case-study-in-classifier-drift?utm_source=hashnode&utm_medium=feed)

A bug bounty researcher's Claude account got blocked 35x in 43 hours,including for writing a responsible-disclosure checklist. Here's the data.

Aug 20 · 8 min read · halosecurityhasnodedev.hashnode.dev  
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## Written by

[Chris Sheridan](https://hashnode.com/@auto-majicly)

@auto-majicly · Phoenix,USA

  
[View profile](https://hashnode.com/@auto-majicly)

Sharing thoughts on bulids, industry standards and the Developer community as a whole.

I am an AI enthusiast, developer and cybersecurity, red-team researcher

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