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Try to break my prompt injection detector — I’ll respond to every bypass attempt

BACKGROUND
1 SIGNALFIRST DETECTED 29 April 2026
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How the story developed
Other feeds and industry voices
5 May
Prompt injection benchmark: delimiter + strict prompt took Gemma 4 from 21% to 100% defense rate (15 models, 6100+ tests)

<!-- SC_OFF --><div class="md"><p>When dealing with untrusted outside input, I think you should handle it based on the situation. If you're processing structured data files, it's

OPINION · WHEN · LocalLLaMAOPEN STORY
17 May
Why prompt filtering fails and what to do instead

<p>Every prompt injection defense I’ve seen makes the same mistake. It asks the wrong question.<br /> The wrong question: “Does this prompt contain dangerous words?”<br /> The

REPORT · WHAT · Dev.toOPEN STORY
10 May
Static Analysis for LLM Prompt Security: A Methodology for Pre-Deploy Vulnerability Detection.

<h1> Static Analysis for LLM Prompt Security: A Methodology for Pre-Deploy Vulnerability Detection </h1> <p><em>How applying SAST principles to LLM prompt strings catches security

REPORT · HOW · Dev.toOPEN STORY
26 Apr
Stanford researchers fed a language model a DNA sequence and asked it to create a new virus. It wrote hundreds of them, and 16 worked. One used a protein that doesn't exist in any known organism on Earth.

<table> <tr><td> <a href="https://www.reddit.com/r/OpenAI/comments/1sw0vcf/stanford_researchers_fed_a_language_model_a_dna/"> <img alt="Stanford researchers fed a language model a

OPINION · WHAT · OpenAIOPEN STORY
13 May
ChatGPT Prompt of the Day: The AI Threat Audit I Built After That Google Report

<!-- SC_OFF --><div class="md"><p>ChatGPT Prompt of the Day: The AI Threat Audit I Built After That Google Report</p> <p>I read the Google threat intel report this week and

OPINION · WHEN · ChatGPTOPEN STORY
14 Oct
The best prompt-injection detector on BIPIA catches 2% of AgentDojo injections at a 1% false-positive rate, so public benchmark rankings don't transfer

<table> <tr><td> <a href="https://www.reddit.com/r/OpenAI/comments/1x5hm0y/the_best_promptinjection_detector_on_bipia/"> <img alt="The best prompt-injection detector on BIPIA

OPINION · WHAT · OpenAIOPEN STORY
24 May
Someone tried prompt injecting my tool today.

<table> <tr><td> <a href="https://www.reddit.com/r/ChatGPT/comments/1tm3611/someone_tried_prompt_injecting_my_tool_today/"> <img alt="Someone tried prompt injecting my tool

OPINION · WHEN · ChatGPTOPEN STORY
24 Aug
Prompt injection defense: why you can't prompt your way out of it

<blockquote> <p>Cross-post. Original: <strong><a href="https://www.stellarbytecapital.com/blog/prompt-injection-defense/" rel="noopener

REPORT · WHAT · Dev.toOPEN STORY
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