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LLM Jailbreak Prompts by Industry: A Hands-On Playbook

Large Language Models answer any question they can, no matter who is asking.

This Playbook arms you with real-world, industry-specific LLM jailbreak prompts you can run today to reveal hidden oversharing before attackers (or interns) do.

Download the Free LLM Jailbreak Prompts by Industry Playbook

You can access:

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40+

tested prompts across Finance, Healthcare, Tech, Retail, Manufacturing & Defense

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A quick-start guide

to replicate the tests with Knostic’s free prompts.knostic.ai tool

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Why Jailbreak Prompts Are Your Next Insider Threat

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Inference Beats Permissions

Attackers use innocuous questions to coax out data meant for executives only.

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Any Role, Any Day

From interns to managers, anyone with chat access can weaponize a prompt at scale.

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Leadership Demands Proof

Boards and security teams expect hard evidence that LLMs won’t leak trade secrets or employee data. Unverified models stall adoption and erode internal trust.

How Knostic Turns Testing Into Prevention

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Industry-Tuned Prompt Library

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Knostic curates high-impact prompts for each vertical, with no security PhD required.

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Live Exposure Scoring

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Run prompts in minutes and get a color-coded map of overshared knowledge, linked to the exact RBAC/ABAC gaps that caused it.

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Actionable Fix Paths

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Export issues straight into Purview, DLP, or ticketing so teams can remediate fast, no weeks-long tenant scans.

What’s Next

LLMs won’t wait for policy sign-offs. Get the Playbook, test your exposure, and lock down AI knowledge before a single prompt costs you revenue, reputation, or regulatory peace.

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What’s next?

Want to solve oversharing in your enterprise AI search?
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Knostic leads the unbiased need-to-know based access controls space, enabling enterprises to safely adopt AI.