Tag
#prompt-injection
3 posts tagged prompt-injection.
- analysis
Prompt Injection vs. Jailbreak: The Distinction and the Defender's Stack
These two terms get used interchangeably and they shouldn't. A jailbreak attacks the model's safety; prompt injection attacks the application's trust boundary. They have different root causes, different blast radii, and different defenses.
- red-team
Prompt Injection in IDE Coding Agents: Copilot and Cursor
Coding assistants read everything in your repo and increasingly act on it. A red-team walkthrough of the prompt-injection variants that have shipped against Copilot, Cursor, Continue, and Windsurf — and the patterns that actually limit blast radius.
- red-team
Prompt Injection via Retrieved Documents: The RAG Attack Surface
How attacker-controlled content reaches the model through retrieval pipelines, the variants that still land against production RAG stacks, and the defender's realistic options.