{"product_id":"artificial-intelligence-applied-to-information-rodrigo-tertulino-9798181908970","title":"Artificial Intelligence Applied to Information Security: From threat detection to automated incident response","description":"\u003cp\u003e\u003cb\u003eEvery attack begins before you notice.\u003c\/b\u003e A silent process that mimics legitimate behavior. A file that slips past 70 antivirus engines undetected. A compromised credential lying dormant on the network for months. Adversaries already use Artificial Intelligence to attack at a scale and speed no human analyst can keep up with alone.\u003c\/p\u003e\u003cp\u003eThis book exists because defense needs to be intelligent, too.\u003c\/p\u003e\u003cp\u003eAcross ten chapters, you will learn to see what traditional tools miss: how machine learning models identify intrusion patterns in network traffic before an attack consolidates, how neural networks classify malware by behavior rather than by signature, and how large language models are redefining what a SOC analyst can accomplish in an eight-hour shift.\u003c\/p\u003e\u003cp\u003eThe book assumes no advanced mathematics background or programming experience. It assumes you want to truly understand, not just operate tools.\u003c\/p\u003e\u003cb\u003eWhat you will learn: \u003c\/b\u003e\u003cul\u003e\n\u003cbr\u003e\u003cli\u003eHow Random Forest algorithms and autoencoders detect intrusions and anomalies in network traffic with over 99% precision\u003c\/li\u003e\n\u003cli\u003eHow deep neural networks and Transformers classify malware by behavior, not by signature\u003c\/li\u003e\n\u003cli\u003eHow to build intelligent SIEMs with real-time behavioral analytics (UEBA)\u003c\/li\u003e\n\u003cli\u003eHow LLMs are being used both by attackers to generate personalized phishing and by defenders to automate alert triage\u003c\/li\u003e\n\u003cli\u003eHow to orchestrate incident response (SOAR) with AI agents without human intervention\u003c\/li\u003e\n\u003cli\u003eHow to ethically evaluate AI systems applied to security, including regulatory risks and algorithmic bias\u003c\/li\u003e\n\u003cbr\u003e \u003c\/ul\u003e\u003cb\u003eFour hands-on labs in Google Colab: \u003c\/b\u003e\u003cul\u003e\n\u003cbr\u003e\u003cli\u003e\n\u003cb\u003eLab 1: \u003c\/b\u003e Build a network traffic classifier with Random Forest and interpret predictions using SHAP\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eLab 2: \u003c\/b\u003e Analyze a real Emotet malware sample in a sandbox and map behaviors to MITRE ATT\u0026amp;CK\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eLab 3: \u003c\/b\u003e Automate IOC triage via the VirusTotal API and export a structured CSV report\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eLab 4: \u003c\/b\u003e Write a complete ethics assessment of the systems you built, applying the AI Act and GDPR criteria \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eEverything in the browser. Everything with free tools. No installation on your computer. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cb\u003eWho this book is for: \u003c\/b\u003e SOC analysts, detection engineers, incident response consultants, security architects, and managers with two to eight years of experience who need to understand what AI can and cannot do in defending their environments. Undergraduate and graduate students in information security will also find here foundational concepts and applications directly relevant to their careers.\u003cp\u003eBy the end, you will be able to assess when to trust an ML model, when to question it, and how to explain its limitations to decision-makers without technical backgrounds. That skill is worth more than any certification.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Rodrigo Tertulino\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798181908970\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/16\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 202\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.79lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.43d","brand":"Rodrigo Tertulino","offers":[{"title":"Paperback","offer_id":49173728526591,"sku":"9798181908970","price":20.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_1f0c03a3-6786-4f0e-9af4-dee927353d51.jpg?v=1788956141","url":"https:\/\/www.whiterainbookhouse.com\/products\/artificial-intelligence-applied-to-information-rodrigo-tertulino-9798181908970","provider":"WR Book House","version":"1.0","type":"link"}