Prompt Injection Defense Weekly

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Weekly roundup of the latest Prompt Injection attack techniques and reusable defense prompt templates from X, security blogs, and papers

Prompt Injection Defense Weekly2026/05/18 16:45:34

JAW Hijacks 4,714 GitHub Workflows via Prompt Injection. Here Is the Defense.

A new paper reveals 4,714 hijackable GitHub Actions pipelines — including official Claude Code and Gemini CLI integrations. This week's defense: a reusable system prompt template combining XML-tag content isolation with provenance tracking, paired with capability minimization and output validation.

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