{"id":3650,"date":"2026-08-10T09:06:48","date_gmt":"2026-08-10T09:06:48","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/oreilly-ai-security-and-responsible-ai-practices-2024-3\/"},"modified":"2026-08-10T09:06:48","modified_gmt":"2026-08-10T09:06:48","slug":"oreilly-ai-security-and-responsible-ai-practices-2024-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/oreilly-ai-security-and-responsible-ai-practices-2024-3\/","title":{"rendered":"Oreilly \u2013 AI Security and Responsible AI Practices 2024-3"},"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<div class=\"presented-response-container ng-tns-c2892812740-91\" dir=\"ltr\" style=\"text-align: left;\">\n<div class=\"response-container-content ng-tns-c2892812740-91\">\n<div class=\"response-content ng-tns-c2892812740-91\">\n<div class=\"markdown markdown-main-panel\">\n<p data-sourcepos=\"5:1-5:101\"><span style=\"vertical-align: inherit;\">AI Security and Responsible AI Practices course. . This course addresses the ethical development and responsible deployment of artificial intelligence (AI) and machine learning (ML) systems. In this course, you will learn about the latest AI and machine learning security technologies to protect against AI attacks and ensure data integrity and user privacy. You will also learn about privacy considerations and professional ethics to gain insight into responsible AI practices and address ethical considerations. You will learn about emerging trends and future directions in artificial intelligence, machine learning, security, ethics, and privacy, focusing on key concepts such as threats, vulnerabilities, and attack vectors. You will learn about privacy-related aspects of artificial intelligence and machine learning, including data protection, anonymization, and regulatory compliance.<\/span><\/p>\n<p data-sourcepos=\"13:1-13:253\"><span style=\"vertical-align: inherit;\">You will acquire the necessary skills to protect your AI system from cyber attacks. You\u2019ll explore how to use generative AI and large-scale language models (LLM) to secure your projects and organizations against AI cyber threats. While keeping privacy concerns in mind, we\u2019ll explore secure and ethical systems using real examples we use every day with ChatGPT, GitHub Co-pilot, DALL-E, Midjourney, DreamStudio (Stable Diffusion), and more. develop Gain a solid foundation in the fundamentals of artificial intelligence and machine learning and be better prepared to develop systems that are secure, ethical, and with privacy concerns in mind. Course instructors, Omar Santos and Dr. Petar Radanlieff, are industry experts who will guide and enhance your AI security knowledge.<\/span><\/p>\n<h3 data-sourcepos=\"19:1-19:26\"><span style=\"vertical-align: inherit;\">What you will learn:<\/span><\/h3>\n<ul data-sourcepos=\"21:1-27:0\">\n<li data-sourcepos=\"21:1-21:39\"><span style=\"vertical-align: inherit;\">Basic principles of artificial intelligence and machine learning<\/span><\/li>\n<li data-sourcepos=\"22:1-22:49\"><span style=\"vertical-align: inherit;\">Generative Artificial Intelligence and Large Language Models (LLM)<\/span><\/li>\n<li data-sourcepos=\"23:1-23:34\"><span style=\"vertical-align: inherit;\">Artificial intelligence security and machine learning<\/span><\/li>\n<li data-sourcepos=\"24:1-24:58\"><span style=\"vertical-align: inherit;\">How attackers use artificial intelligence to carry out attacks<\/span><\/li>\n<li data-sourcepos=\"25:1-25:34\"><span style=\"vertical-align: inherit;\">System security and artificial intelligence infrastructure<\/span><\/li>\n<li data-sourcepos=\"26:1-27:0\"><span style=\"vertical-align: inherit;\">Privacy and Ethics Considerations<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"28:1-28:31\"><span style=\"vertical-align: inherit;\">This course is suitable for people who:<\/span><\/h3>\n<ul data-sourcepos=\"30:1-33:0\">\n<li data-sourcepos=\"30:1-30:87\"><span style=\"vertical-align: inherit;\">Interested in learning about AI security and responsible practices in AI<\/span><\/li>\n<li data-sourcepos=\"31:1-31:69\"><span style=\"vertical-align: inherit;\">Want to expand their knowledge about artificial intelligence and machine learning<\/span><\/li>\n<li data-sourcepos=\"32:1-33:0\"><span style=\"vertical-align: inherit;\">Looking for solutions to secure their AI systems against attacks<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left;\" data-sourcepos=\"11:1-11:29\"><span style=\"vertical-align: inherit;\">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\/ai-security-and\/9780138361600\/\/\/\/\/\/\/\" target=\"_blank\"><span style=\"vertical-align: inherit;\">Oreilly<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit;\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/omar-santos\/\"><span style=\"vertical-align: inherit;\">Omar Santos<\/span><\/a><span style=\"vertical-align: inherit;\"> , <a href=\"https:\/\/downloadlynet.ir\/tag\/dr-petar-radanliev\/\">Dr. Petar Radanliev<\/a><\/span><\/li>\n<li><span style=\"vertical-align: inherit;\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit;\">Training duration: 4 hours 55 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 class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Introduction\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">AI Security and Responsible AI Practices: Introduction<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Module 1: Fundamentals of AI and ML\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Module introduction<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Lesson 1: Overview of AI and ML Implementations\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\">Learning objectives<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">1.1 Delving into supervised, unsupervised, and reinforcement learning<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">1.2 Diving into applications and use cases<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">1.3 Strategies in preprocessing and feature engineering<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">1.4 Navigating through popular and traditional ML algorithms<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">1.5 Exploring model evaluation and validation<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Lesson 2: Generative AI and Large Language Models (LLMs)\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Learning objectives<\/span><\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.1 Introduction to generative AI<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.2 Delving into large language models (LLMs)<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.3 Exploring examples of AI applications we use on a daily basis<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.4 Going beyond ChatGPT, MidJourney, LLaMA<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.5 Exploring Hugging Face, LangChain Hub, and other AI model and dataset sharing hubs<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.6 Modern AI model training environments<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.7 Introducing LangChain, templates, and agents<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.8 Fine tuning AI Models using LoRA and QLoRA<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">2.9 Introducing retrieval-augmented generation (RAG)<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Module 2: AI and ML Security\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Module introduction<\/span><\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Lesson 3: Fundamentals of AI and ML Security\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Learning objectives<\/span><\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.1 Importance of security in AI and ML systems<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.2 OWASP top 10 risks for LLM applications<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.3 Exploring prompt injection attacks<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.4 Surveying data poisoning attacks<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.5 Understanding insecure output handling<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.6 Discussing insecure plugin design<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.7 Understanding excessive agency<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.8 Exploring model theft attacks<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">3.9 Understanding overreliance of AI systems<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Lesson 4: How Attackers Are Using AI to Perform Attacks\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Learning objectives<\/span><\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.1 Exploring the MITRE ATLAS framework<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.2 AI supply chain security<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.3 Automated vulnerability discovery and creating exploits at scale<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.4 Intelligent data harvesting, OSINT, automating phishing, and social engineering attacks<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.5 Exploring examples of deepfakes and synthetic media<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">4.6 Dynamic obfuscation of attack vectors<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Lesson 5: AI System and Infrastructure Security\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Learning objectives<\/span><\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.1 Secure development practices<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.2 Monitoring and auditing<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.3 Software Bill of Materials (SBOMs) and AI Bill of Materials (AI BOMs)<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">5.4 Using CSAF and VEX to accelerate vulnerability management<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Module 3: Privacy and Ethical Considerations\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Module introduction<\/span><\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Lesson 6: Privacy and AI Fundamentals\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Learning objectives<\/span><\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.1 Understanding key privacy considerations in AI implementations<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.2 Bias and fairness in AI and ML systems<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.3 Transparency and accountability<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.4 Understanding differential privacy<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.5 Exploring secure multi-party computation (SMPC)<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.6 Understanding homomorphic encryption<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.7 Understanding the AI data lifecycle management<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">6.8 Delving into federated learning<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Lesson 7: AI Ethics\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Learning objectives<\/span><\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.1 Ethical considerations in AI development<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.2 Responsible AI frameworks<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.3 Policy frameworks<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">7.4 Exploring strategies to mitigate bias<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Lesson 8: Legal and Regulatory Compliance\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\"><span style=\"vertical-align: inherit;\">Learning objectives<\/span><\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.1 Overview of upcoming regulations and guidelines<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.2 Ensuring compliance in AI and ML systems<\/li>\n<li class=\"toc-level-2 t-toc-level-2\">8.3 Case studies and best practices<\/li>\n<\/ol>\n<\/li>\n<li class=\"toc-level-1 t-toc-level-1\" style=\"text-align: left;\">Summary\n<ol>\n<li class=\"toc-level-2 t-toc-level-2\" style=\"text-align: left;\">AI Security and Responsible AI Practices: Summary<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">Images of AI Security and Responsible AI Practices course<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-905646 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/AI-Security-and-Responsible-AI-Practices.jpg\" alt=\"AI Security and Responsible AI Practices \" width=\"1031\" height=\"363\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">Sample video of the course<\/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-128098-1\"><video class=\"wp-video-shortcode\" id=\"video-128098-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_Security_and_Responsible_AI_Practices_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_Security_and_Responsible_AI_Practices_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_Security_and_Responsible_AI_Practices_Downloadly.ir.mp4?nocache=1786099144912\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_Security_and_Responsible_AI_Practices_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span 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 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href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Oreilly_AI_Security_and_Responsible_AI_Practices_2024-3.part1_Downloadly.ir.rar?nocache=1786099143\"><span style=\"vertical-align: inherit;\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left;\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Oreilly_AI_Security_and_Responsible_AI_Practices_2024-3.part2_Downloadly.ir.rar?nocache=1786099143\"><span style=\"vertical-align: inherit;\">Download Part 2 \u2013 289 MB<\/span><\/a><\/p>\n<h4><strong>Rapidgator<\/strong><\/h4>\n<p dir=\"ltr\" style=\"text-align: left;\"><a href=\"https:\/\/rapidgator.net\/file\/35ce0f173d7c8b86de16868b2ecf7334\/Oreilly_AI_Security_and_Responsible_AI_Practices_2024-3.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit;\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left;\"><a href=\"https:\/\/rapidgator.net\/file\/421e91ef67fdad8736ebf93ffa1ee8e0\/Oreilly_AI_Security_and_Responsible_AI_Practices_2024-3.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit;\">Download Part 2 \u2013 289 MB<\/span><\/a><\/p>\n<h5>Password file(s): <a>www.downloadly.ir<\/a><\/h5>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">Size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">1.2 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description AI Security and Responsible AI Practices course. . This course addresses the ethical development and responsible deployment of artificial intelligen<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[41302,41303,41304,41305,41306,41307,41308,41309,41310,41311,28798],"class_list":["post-3650","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-ai-security-and-responsible-ai-practices","dgi_tag-download-ai-security-and-responsible-ai-practices","dgi_tag-download-course-ai-security-and-responsible-ai-practices","dgi_tag-download-link-ai-security-and-responsible-ai-practices","dgi_tag-download-links-ai-security-and-responsible-ai-practices","dgi_tag-dr-petar-radanliev","dgi_tag-free-ai-security-and-responsible-ai-practices","dgi_tag-free-download-ai-security-and-responsible-ai-practices","dgi_tag-free-download-course-ai-security-and-responsible-ai-practices","dgi_tag-free-download-links-ai-security-and-responsible-ai-practices","dgi_tag-omar-santos"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3650","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\/3650\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=3650"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=3650"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=3650"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}