{"id":8550,"date":"2026-08-10T09:57:21","date_gmt":"2026-08-10T09:57:21","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/oreilly-securing-generative-ai-2024-11\/"},"modified":"2026-08-10T09:57:21","modified_gmt":"2026-08-10T09:57:21","slug":"oreilly-securing-generative-ai-2024-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/oreilly-securing-generative-ai-2024-11\/","title":{"rendered":"Oreilly \u2013 Securing Generative AI 2024-11"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"7:1-7:480\"><span style=\"vertical-align: inherit\">Securing Generative AI. This comprehensive course teaches you how to securely design, develop, and implement generative AI systems, specifically large language models (LLMs) and retrieval-based content generation (RAG) systems. You will learn about the various threats that threaten AI and learn practical solutions to combat them. Topics covered in this course include malicious command injection, insecure output management, penetration assessment models, and securing RAG systems. In this course, you will learn the principles and best practices of AI security and be able to make your AI systems more secure and resilient to cyberattacks.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-9:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-18:0\">\n<li data-sourcepos=\"11:1-11:100\"><span style=\"vertical-align: inherit\">Security at All Stages: Learn how to integrate security into all stages of AI development, deployment, and operations.<\/span><\/li>\n<li data-sourcepos=\"12:1-12:99\"><span style=\"vertical-align: inherit\">Practical Skills: Gain practical skills using real-world examples of AI and machine learning<\/span><\/li>\n<li data-sourcepos=\"13:1-13:87\"><span style=\"vertical-align: inherit\">Artificial Intelligence Threats: Familiarity with common threats in AI, such as malicious command injection<\/span><\/li>\n<li data-sourcepos=\"14:1-14:73\"><span style=\"vertical-align: inherit\">Securing Large Language Models: Learn how to secure large language models<\/span><\/li>\n<li data-sourcepos=\"15:1-15:76\"><span style=\"vertical-align: inherit\">RAG Systems Security: Protecting Content Production Systems with Data Recovery<\/span><\/li>\n<li data-sourcepos=\"16:1-16:83\"><span style=\"vertical-align: inherit\">Tools and Techniques: Familiarity with various tools and techniques for AI security<\/span><\/li>\n<li data-sourcepos=\"17:1-18:0\"><span style=\"vertical-align: inherit\">Secure Design Principles: Understanding secure design principles and the importance of transparency in AI systems<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"19:1-19:31\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"21:1-25:0\">\n<li data-sourcepos=\"21:1-21:52\"><span style=\"vertical-align: inherit\">They work in the field of artificial intelligence and machine learning.<\/span><\/li>\n<li data-sourcepos=\"22:1-22:61\"><span style=\"vertical-align: inherit\">Responsible for the design and development of artificial intelligence systems.<\/span><\/li>\n<li data-sourcepos=\"23:1-23:61\"><span style=\"vertical-align: inherit\">Are looking to increase the security of their organization\u2019s AI systems<\/span><\/li>\n<li data-sourcepos=\"24:1-25:0\"><span style=\"vertical-align: inherit\">Want to learn about threats and security solutions in the field of artificial intelligence<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Securing Generative AI Course Details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.oreilly.com\/library\/view\/securing-generative-ai\/9780135401804\/\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Oreilly<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor: <\/span><a class=\"author-name\" href=\"https:\/\/downloadlynet.ir\/tag\/omar-santos\/\"><span style=\"vertical-align: inherit\">Omar Santos<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 3 hours and 31 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">1. Introduction <\/span><br \/><span style=\"vertical-align: inherit\">Securing Generative AI: Introduction<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 1: Introduction to AI Threats and LLM Security <\/span><br \/><span style=\"vertical-align: inherit\">Learning objectives <\/span><br \/><span style=\"vertical-align: inherit\">1.1 Understanding the Significance of LLMs in the AI \u200b\u200bLandscape <\/span><br \/><span style=\"vertical-align: inherit\">1.2 Exploring the Resources for this Course \u2013 GitHub Repositories and Others <\/span><br \/><span style=\"vertical-align: inherit\">1.3 Introducing Retrieval Augmented Generation (RAG) <\/span><br \/><span style=\"vertical-align: inherit\">1.4 Understanding the OWASP Top-10 Risks for LLMs <\/span><br \/><span style=\"vertical-align: inherit\">1.5 Exploring the MITRE ATLAS\u2122 (Adversarial Threat Landscape for Artificial-Intelligence Systems) Framework <\/span><br \/><span style=\"vertical-align: inherit\">1.6 Understanding the NIST Taxonomy and Terminology of Attacks and Mitigations<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 2: Understanding Prompt Injection Insecure Output Handling <\/span><br \/><span style=\"vertical-align: inherit\">Learning objectives <\/span><br \/><span style=\"vertical-align: inherit\">2.1 Defining Prompt Injection Attacks <\/span><br \/><span style=\"vertical-align: inherit\">2.2 Exploring Real-life Prompt Injection Attacks <\/span><br \/><span style=\"vertical-align: inherit\">2.3 Using ChatML for OpenAI API Calls to Indicate to the LLM the Source of Prompt Input <\/span><br \/><span style=\"vertical-align: inherit\">2.4 Enforcing Privilege Control on LLM Access to Backend Systems <\/span><br \/><span style=\"vertical-align: inherit\">2.5 Best Practices Around API Tokens for Plugins, Data Access, and Function-level Permissions <\/span><br \/><span style=\"vertical-align: inherit\">2.6 Understanding Insecure Output Handling Attacks <\/span><br \/><span style=\"vertical-align: inherit\">2.7 Using the OWASP ASVS to Protect Against Insecure Output Handling<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 3: Training Data Poisoning, Model Denial of Service Supply Chain Vulnerabilities <\/span><br \/><span style=\"vertical-align: inherit\">Learning objectives <\/span><br \/><span style=\"vertical-align: inherit\">3.1 Understanding Training Data Poisoning Attacks <\/span><br \/><span style=\"vertical-align: inherit\">3.2 Exploring Model Denial of Service Attacks <\/span><br \/><span style=\"vertical-align: inherit\">3.3 Understanding the Risks of the AI \u200b\u200band ML Supply Chain <\/span><br \/><span style=\"vertical-align: inherit\">3.4 Best Practices when Using Open-Source Models from Hugging Face and Other Sources <\/span><br \/><span style=\"vertical-align: inherit\">3.5 Securing Amazon BedRock, SageMaker, Microsoft Azure AI Services, and Other Environments<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 4: Sensitive Information Disclosure, Insecure Plugin Design, and Excessive Agency <\/span><br \/><span style=\"vertical-align: inherit\">Learning objectives <\/span><br \/><span style=\"vertical-align: inherit\">4.1 Understanding Sensitive Information Disclosure <\/span><br \/><span style=\"vertical-align: inherit\">4.2 Exploiting Insecure Plugin Design <\/span><br \/><span style=\"vertical-align: inherit\">4.3 Avoiding Excessive Agency<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 5: Overreliance, Model Theft, and Red Teaming AI Models <\/span><br \/><span style=\"vertical-align: inherit\">Learning objectives <\/span><br \/><span style=\"vertical-align: inherit\">5.1 Understanding Overreliance <\/span><br \/><span style=\"vertical-align: inherit\">5.2 Exploring Model Theft Attacks <\/span><br \/><span style=\"vertical-align: inherit\">5.3 Understanding Red Teaming of AI Models<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Lesson 6: Protecting Retrieval Augmented Generation (RAG) Implementations <\/span><br \/><span style=\"vertical-align: inherit\">Learning objectives <\/span><br \/><span style=\"vertical-align: inherit\">6.1 Understanding the RAG, LangChain, Llama Index, and AI Orchestration <\/span><br \/><span style=\"vertical-align: inherit\">6.2 Securing Embedding Models <\/span><br \/><span style=\"vertical-align: inherit\">6.3 Securing Vector Databases <\/span><br \/><span style=\"vertical-align: inherit\">6.4 Monitoring and Incident Response<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Summary <\/span><br \/><span style=\"vertical-align: inherit\">Securing Generative AI: Summary<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course prerequisites<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Linux system with Python 3.x installed.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-962162 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/02\/Securing-Generative-AI.png\" alt=\"Securing Generative AI\" width=\"1246\" height=\"442\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample course video<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-154075-1\"><video class=\"wp-video-shortcode\" id=\"video-154075-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Securing_Generative_AI_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Securing_Generative_AI_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Securing_Generative_AI_Downloadly.ir.mp4?nocache=1786112580680\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Securing_Generative_AI_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div 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class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitles: None<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Oreilly_Securing_Generative_AI_2024-11_Downloadly.ir.rar?nocache=1786112577\"><span style=\"vertical-align: inherit\">Download file \u2013 706 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">706 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Securing Generative AI. This comprehensive course teaches you how to securely design, develop, and implement generative AI systems, specifically lar<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[75387,75388,75389,75390,75391,28798],"class_list":["post-8550","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-securing-generative-ai","dgi_tag-download-course-securing-generative-ai","dgi_tag-download-securing-generative-ai","dgi_tag-free-download-securing-generative-ai","dgi_tag-free-securing-generative-ai","dgi_tag-omar-santos"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8550","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8550\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8550"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8550"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8550"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}