PROMPT INJECTION
Prompt injection in LLM and agent applications - untrusted content, tool-output attacks, guardrails, and practical mitigations.
3 resources - 3 posts
Blog Posts
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Spreadsheet Agents Need Permission Ledgers
The ChatGPT for Google Sheets exfiltration report is not just a spreadsheet bug. It is a warning about agentic office tools: permissions need to be action-scoped, logged, revocable, and visible.
8 min read
Prompt Injection in Agent Apps: The Practical Version
Prompt injection stops being an abstract LLM risk once an agent can call tools. The practical defense is data boundaries, structured handoffs, tool guardrails, and approval gates around side effects.
8 min read
Open Source Has a Bot Problem: Prompt Injection in Contributing.md
AI coding agents are submitting pull requests to open source repos - and some CONTRIBUTING.md files now contain prompt injections targeting them.
3 min read
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