{"id":42836,"date":"2024-11-08T12:16:20","date_gmt":"2024-11-08T19:16:20","guid":{"rendered":"https:\/\/swimlane.com\/?post_type=sw_resource&#038;p=42836"},"modified":"2026-03-20T00:27:24","modified_gmt":"2026-03-20T06:27:24","slug":"%ec%82%ac%ec%9d%b4%eb%b2%84-%eb%b3%b4%ec%95%88-ai-%ec%8b%a0%ec%86%8d-%ec%97%94%ec%a7%80%eb%8b%88%ec%96%b4%eb%a7%81","status":"publish","type":"sw_resource","link":"https:\/\/swimlane.com\/ko\/blog\/cybersecurity-ai-prompt-engineering\/","title":{"rendered":"\uc0ac\uc774\ubc84 \ubcf4\uc548 AI \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc744 \ub9c8\uc2a4\ud130\ud558\uae30 \uc704\ud55c \ud301"},"content":{"rendered":"\n\n\n<section class=\"bs-section bs-section-50ac0cc438dbf2f3b380783c05a3c736bb0670e7 bs-section---default bs-section--blog-inner-banner  \"><style>.bs-section.bs-section-50ac0cc438dbf2f3b380783c05a3c736bb0670e7{ background-color: #000743;} <\/style><div class=\"container\">\n<div class=\"bs-row row  flex-md-row-reverse bs-row---default\">\n<div class=\" bs-column col-sm-12 col-md-12 col-lg-6   bs-column-6770b3369b6c61539d3140cb52ed6bc5ec393625 bs-column---default bs-column--right d-flex flex-column justify-content-end    \"><figure class=\"wp-block-post-featured-image\"><img decoding=\"async\" src=\"https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-18.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"AI security interface illustration with code panel, brain icon, and shield representing automated threat analysis.\" style=\"object-fit:cover;\" srcset=\"https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-18.jpg 1120w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-18-300x178.jpg 300w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-18-1024x609.jpg 1024w, https:\/\/swimlane.com\/wp-content\/uploads\/Masthead-18-768x457.jpg 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" \/><\/figure><\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-md-12 col-lg-6   bs-column-2ba18c9b6304620af4785b54fe900bf0ce0fc4d5 bs-column---default d-flex flex-column    \"><div class=\"wp-block-post-date\"><time datetime=\"2024-11-08T12:16:20-07:00\">11\uc6d4 8, 2024<\/time><\/div>\n\n<h1 class=\"wp-block-post-title has-text-color has-white-color\">Tips to Master Cybersecurity AI Prompt Engineering<\/h1>\n\n\n<div class=\"bs-div bs-div-4c0c357bf69b7e1367afb30b9d59be1945441399 bs-div---default\"><div class=\"bs-div__inner d-flex flex-wrap align-items-center    \">\n<a class=\"bs-post__author has-text-align-center\" href=\"https:\/\/swimlane.com\/ko\/author\/David_Irwin\/\">\n\t<div class=\"profile-desc\">\n\t\t<figure>\n\t\t\t<img decoding=\"async\" src=\"https:\/\/swimlane.com\/wp-content\/uploads\/SnapprAI-Headshot-002.jpg\" alt=\"user-avatar\">\n\t\t<\/figure>\n\t\t<span class=\"prefix\"><\/span>\n\t\t<span class=\"name\">\n\t\t\tDavid Irwin\t\t<\/span>\n\t<\/div>\n<\/a>\n\n\n\n<div class=\"reading-time\">\n    <span class=\"reading-time__time\">3 <\/span> Minute Read\n<\/div>\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\"><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n\n\n\n\n<section class=\"bs-section bs-section-205a03f93391472c82564395e3b5684e68c8ef7d bs-section---default bs-section--blog-inner-main-contents  \"><div class=\"container\">\n<div class=\"bs-row row justify-content-between  bs-row---default\">\n<div class=\" bs-column col-sm-12 col-md-1   bs-column-fa02c15a19a9c2952663733986e45d4eef708638 bs-column---default     \"><div class=\"heateor_sss_sharing_container heateor_sss_horizontal_sharing\" data-heateor-ss-offset=\"0\" data-heateor-sss-href='https:\/\/swimlane.com\/ko\/blog\/cybersecurity-ai-prompt-engineering\/'><div class=\"heateor_sss_sharing_ul\"><a aria-label=\"Email\" class=\"heateor_sss_email\" href=\"https:\/\/swimlane.com\/ko\/blog\/cybersecurity-ai-prompt-engineering\/\" onclick=\"event.preventDefault();window.open('mailto:?subject=' + 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class=\"heateor_sss_button_linkedin\" href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https%3A%2F%2Fswimlane.com%2Fko%2Fblog%2Fcybersecurity-ai-prompt-engineering%2F\" title=\"Linkedin\" rel=\"nofollow noopener\" target=\"_blank\" style=\"font-size:32px!important;box-shadow:none;display:inline-block;vertical-align:middle\"><span class=\"heateor_sss_svg heateor_sss_s__default heateor_sss_s_linkedin\" style=\"background-color:#0077b5;width:35px;height:35px;border-radius:999px;display:inline-block;opacity:1;float:left;font-size:32px;box-shadow:none;display:inline-block;font-size:16px;padding:0 4px;vertical-align:middle;background-repeat:repeat;overflow:hidden;padding:0;cursor:pointer;box-sizing:content-box\"><svg style=\"display:block;border-radius:999px;\" focusable=\"false\" aria-hidden=\"true\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100%\" height=\"100%\" viewBox=\"0 0 32 32\"><path d=\"M6.227 12.61h4.19v13.48h-4.19V12.61zm2.095-6.7a2.43 2.43 0 0 1 0 4.86c-1.344 0-2.428-1.09-2.428-2.43s1.084-2.43 2.428-2.43m4.72 6.7h4.02v1.84h.058c.56-1.058 1.927-2.176 3.965-2.176 4.238 0 5.02 2.792 5.02 6.42v7.395h-4.183v-6.56c0-1.564-.03-3.574-2.178-3.574-2.18 0-2.514 1.7-2.514 3.46v6.668h-4.187V12.61z\" fill=\"#fff\"><\/path><\/svg><\/span><\/a><\/div><div class=\"heateorSssClear\"><\/div><\/div>\n<\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-lg-8 col-md-11   bs-column-0d83d6d9863f92131cc95492d42e5b50c72f00bb bs-column---default bs-column--contents     \">\n<p>Have you ever wondered how to get the most from generative AI models built into your cybersecurity tools? While there is a lot to be said for well-trained, secure, and transparent models, the impact of effective prompt writing cannot be underestimated. Here at <a href=\"https:\/\/swimlane.com\/\">Swimlane<\/a>, we are fortunate to have a data science team that plays around with AI models for a living. It\u2019s safe to say that we\u2019ve learned a thing or two while building and testing<a href=\"https:\/\/swimlane.com\/platform\/ai\/\"> Hero AI<\/a>, our collection of AI-enhanced features, and private LLM. In this blog post, we&#8217;ll share some best practices for AI prompt engineering.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5 Things to Know about AI Prompts for Cybersecurity<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-understanding-prompts\">1. Understanding Prompts<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p>At its core, a prompt is a set of instructions or inputs that guide an AI model&#8217;s response. Think of it as a conversation starter. By providing clear and concise prompts, you help the AI understand your intent and generate accurate results.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-leverage-few-shot-learning\">2. Leverage Few-Shot Learning<\/h3>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p>One powerful technique is few-shot learning. By providing the model with a few examples of the desired output format, you demonstrate the pattern you want it to follow. This approach helps the AI grasp your expectations and produce consistent results.<\/p>\n\n\n\n<p>For example, a prompt using the few-shot learning technique may look like:&nbsp;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt: <\/strong>Translate the post-incident event report from English to French.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>This technique is helpful for enterprise stakeholders, or MSSP clients, who are not native English speakers.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-embracing-chain-of-thought\">3. Embracing Chain of Thought<\/h3>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p>For complex problem-solving and logical reasoning, a chain of thought prompting is your ally. Encourage the model to break down the problem into intermediate steps, leading to a well-structured and comprehensive solution.<\/p>\n\n\n\n<p>Here is an example of an AI prompt for cybersecurity tools that embrace the chain of thought technique.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt: <\/strong>How should we address this computer we found with BugSleep malware? Please give us 5 discrete steps to remediate and prevent the malware from returning.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-utilizing-prompt-templates\">4. Utilizing Prompt Templates<\/h3>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p>Streamline your prompt creation process with pre-defined templates. These structures offer a consistent framework for different tasks, saving you time and ensuring uniformity in your outputs.<\/p>\n\n\n\n<p>An example of a prompt that utilizes templates may look like:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prompt: <\/strong>Please write a summary of this case for our CISO. Please include the following sections:\n<ul class=\"wp-block-list\">\n<li><strong>Title: <\/strong>[Short title]<\/li>\n\n\n\n<li><strong>Summary:<\/strong> [One paragraph summary of the incident]<\/li>\n\n\n\n<li><strong>Outcomes: <\/strong>[One paragraph describing what we did to address the case and what state the system is in now.]<\/li>\n\n\n\n<li><strong>Details:<\/strong> [A bulleted list of details from the case including dates, user details, computer details, etc.]<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-combining-techniques-for-optimal-results\">5. Combining Techniques for Optimal Results<\/h3>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p>Don&#8217;t hesitate to mix and match these techniques. For instance, you can incorporate few-shot learning within a prompt template or integrate a chain of thought steps into a complex query. The possibilities are endless!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tips for Crafting Effective Prompts<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Be Specific:<\/strong> Clearly articulate your task and desired outcome.<\/li>\n\n\n\n<li><strong>Provide Context:<\/strong> Offer relevant background information to guide the AI&#8217;s understanding.<\/li>\n\n\n\n<li><strong>Use Clear Language:<\/strong> Avoid ambiguity and complex wording.<\/li>\n\n\n\n<li><strong>Iterate and Refine:<\/strong> Experiment with different prompt structures and learn from the results.<\/li>\n<\/ul>\n\n\n\n<p>By mastering the art of prompt engineering, you can unlock the full potential of generative AI. Remember, practice makes perfect. So, start experimenting with these techniques today and witness the transformative power of well-crafted prompts. <a href=\"https:\/\/swimlane.com\/resources\/webinar-effective-ai-prompt\/\">Check out our AI prompt primer resource here<\/a> for more information about AI prompt best practices. Let me know if you have any other questions. Happy prompting!<\/p>\n\n\n\n<div class=\"bs-div bs-div-780504ec595335944e97a5b9e1877653f3fe2723 bs-div---default\"><div class=\"bs-div__inner     \">\n<div class=\"bs-div bs-div-c3e07b49d8dcb352b4b044cd3dc9721892fe6d07 bs-div---default bs-div--blog-inner-download-guide\"><style>.bs-div.bs-div-c3e07b49d8dcb352b4b044cd3dc9721892fe6d07 {background-image: url(https:\/\/swimlane.com\/wp-content\/uploads\/2022\/10\/download-report.png); background-position: center center;\n    background-size: cover;} <\/style><div class=\"bs-div__inner d-flex flex-wrap justify-content-center  flex-md-row-reverse align-items-md-center justify-content-md-between flex-md-nowrap  \"><div class='media-elements bs-media-element---default enable'>    <div class='bs-common-image'>\n                            <figure class='figure justify-content-start d-flex'>\n                            <picture>\n                            \n                            <img src='https:\/\/swimlane.com\/wp-content\/uploads\/Screenshot-2024-10-02-at-3.28.52\u202fPM.png' class='img-fluid'   alt='roi report swimlane security automation' title=''  \/>\n                            <\/picture>\n                                \n                            <\/figure>\n                        <\/div><\/div>\n\n\n<div class=\"bs-div bs-div-773aef0a3852274bc6b23f7985e05efd194e399e bs-div---default\"><div class=\"bs-div__inner     \">\n<h3 class=\"wp-block-heading\" id=\"h-tag-cyber-tech-report-using-ai-for-secops-automation\">TAG Cyber Tech Report: Using AI for SecOps Automation<\/h3>\n\n\n\n<p>The analyst report begins with a brief overview of the SOAR market, and the story of how Swimlane transformed from a SOAR to AI-enhanced security automation platform. To further understand Swimlane\u2019s use of AI, read the full report. <\/p>\n\n\n\n<span class=\"bs-pro-button bs-pro-button---default bs-pro-button--primary-with-arrow-small bs-pro-button-p-btn-1b92e1002e696939a429b1ccc7d9840fe6576e03\"><style>.bs-pro-button-p-btn-1b92e1002e696939a429b1ccc7d9840fe6576e03 .bs-pro-button__container {background-color: #abb8c3; color: #000000;}<\/style><a href=\"https:\/\/swimlane.com\/resources\/reports\/tag-ai-secops-automation\/\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"bs-pro-button__container\">Read Full Report<\/a><\/span>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\" bs-column col-sm-12  col-md-12 col-lg-3   bs-column-0ad64702520e52820989c3b8a4a5574abd826112 bs-column---default     \">\n<div class=\"bs-div bs-div-f0851be86a4542da358c10ec17ccebffa17efe07 bs-div---default bs-div--tags\"><div class=\"bs-div__inner     \">\n<h2 class=\"wp-block-heading\" id=\"h-tags\">Tags<\/h2>\n\n\n<div class=\"post-tag-wrapper\">\n    <p><a href='https:\/\/swimlane.com\/ko\/tag\/ai\/'><span class='tag-content'>AI<\/span><\/a><\/p><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"bs-div bs-div-5e7267355d8caf36f5b5e0c86eef387b664b848d bs-div---default bs-div--related-posts\"><div class=\"bs-div__inner     \">\n<h2 class=\"wp-block-heading\" id=\"h-related-posts\">Related Posts<\/h2>\n\n\n\n<div class=\"bs-related-posts bs-related-posts-block---default\"><div class=\"bs-related-posts__container\"><div class=\"bs-related-posts__items\">\n<div class=\" bs-column col-sm-4   bs-column-b619eb984092e720779a969a873521d2ec1a85a5 bs-column---default     \">\t\t\t\t\t<div class=\"bs-post bs-post-69eb5f1cbbd36 bs-single-post---default enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/ko\/blog\/8-questions-ai-vendors\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class=\"bs-post__details\">    <div class=\"bs-post__date\">\n        <span>8\uc6d4 14, 2024<\/span>\n    <\/div>\n    <div class=\"bs-post__title\">\n        <h5>8 Must-Ask Questions for AI Security Vendors\u00a0<\/h5>\n    <\/div>\n<div class=\"bs-post__learn-more\">\n    <span class='btn learn-more-text bs-post__learn-more-text'>Read More<\/span><\/div>\n<\/div>\t\t\t<\/div>\n\t\t\t<\/a>\t\t<\/div>\n\t<\/div>\n\n\n\n<div class=\" bs-column col-sm-4   bs-column-b619eb984092e720779a969a873521d2ec1a85a5 bs-column---default     \">\t\t\t\t\t<div class=\"bs-post bs-post-69eb5f1cbd0d7 bs-single-post---default enable\" >\n\t\t\t<a class=\"bs-post__trigger\" href='https:\/\/swimlane.com\/ko\/resources\/videos\/black-hat-ai-sec-ops\/' target='_self'>\t\t\t<div class=\"bs-post__inner\">\n\t\t\t\t<div class=\"bs-post__details\">    <div class=\"bs-post__date\">\n        <span>9\uc6d4 4, 2024<\/span>\n    <\/div>\n    <div class=\"bs-post__title\">\n        <h5>Black Hat Customer Panel: Let&#8217;s get real about where AI can help SecOps<\/h5>\n    <\/div>\n<div 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