{"product_id":"malware-science-a-comprehensive-guide-to-detection-analysis-and-compliance-9781804618646","title":"Malware Science: A comprehensive guide to detection, analysis, and compliance","description":"\u003cp\u003e\u003cstrong\u003eUnlock the secrets of malware data science with cutting-edge techniques, AI-driven analysis, and international compliance standards to stay ahead of the ever-evolving cyber threat landscape\u003c\/strong\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eGet introduced to three primary AI tactics used in malware and detection\u003c\/li\u003e\n\u003cli\u003eLeverage data science tools to combat critical cyber threats\u003c\/li\u003e\n\u003cli\u003eUnderstand regulatory requirements for using AI in cyber threat management\u003c\/li\u003e\n\u003cli\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eIn today's world full of online threats, the complexity of harmful software presents a significant challenge for detection and analysis. This insightful guide will teach you how to apply the principles of data science to online security, acting as both an educational resource and a practical manual for everyday use.\u003c\/p\u003e\u003cp\u003eMalware Science starts by explaining the nuances of malware, from its lifecycle to its technological aspects before introducing you to the capabilities of data science in malware detection by leveraging machine learning, statistical analytics, and social network analysis. As you progress through the chapters, you'll explore the analytical methods of reverse engineering, machine language, dynamic scrutiny, and behavioral assessments of malicious software. You'll also develop an understanding of the evolving cybersecurity compliance landscape with regulations such as GDPR and CCPA, and gain insights into the global efforts in curbing cyber threats.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll have a firm grasp on the modern malware lifecycle and how you can employ data science within cybersecurity to ward off new and evolving threats.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eUnderstand the science behind malware data and its management lifecycle\u003c\/li\u003e\n\u003cli\u003eExplore anomaly detection with signature and heuristics-based methods\u003c\/li\u003e\n\u003cli\u003eAnalyze data to uncover relationships between data points and create a network graph\u003c\/li\u003e\n\u003cli\u003eDiscover methods for reverse engineering and analyzing malware\u003c\/li\u003e\n\u003cli\u003eUse ML, advanced analytics, and data mining in malware data analysis and detection\u003c\/li\u003e\n\u003cli\u003eExplore practical insights and the future state of AI's use for malware data science\u003c\/li\u003e\n\u003cli\u003eUnderstand how NLP AI employs algorithms to analyze text for malware detection\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis book is for cybersecurity experts keen on adopting data-driven defense methods. Data scientists will learn how to apply their skill set to address critical security issues, and compliance officers navigating global regulations like GDPR and CCPA will gain indispensable insights. Academic researchers exploring the intersection of data science and cybersecurity, IT decision-makers overseeing organizational strategy, and tech enthusiasts eager to understand modern cybersecurity will also find plenty of useful information in this guide. A basic understanding of cybersecurity and information technology is a prerequisite.\u003c\/p\u003eTable of Contents\u003col\u003e\n\u003cli\u003eMalware Data Science Life Cycle Overview\u003c\/li\u003e\n\u003cli\u003eAn Overview of the International History of Cyber Malware Impacts\u003c\/li\u003e\n\u003cli\u003eTopological Data Analysis for Malware Detection and Analysis\u003c\/li\u003e\n\u003cli\u003eArtificial Intelligence for Malware Data Analysis and Detection\u003c\/li\u003e\n\u003cli\u003eBehavior-Based Malware Data Analysis and Detection\u003c\/li\u003e\n\u003cli\u003eThe Future State of Malware Data Analysis and Detection\u003c\/li\u003e\n\u003cli\u003eThe Future State of Key International Compliance Requirements\u003c\/li\u003e\n\u003cli\u003eEpilogue - A Harmonious Overture to the Future of Malware Data Science and Cybersecurity\u003c\/li\u003e\n\u003c\/ol\u003e\u003cbr\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50403866542354,"sku":"9781804618646","price":31.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_9908a10a-59c6-4e3a-af43-f49a62d4ec3c.jpg?v=1740418327","url":"https:\/\/surprise-castle.myshopify.com\/products\/malware-science-a-comprehensive-guide-to-detection-analysis-and-compliance-9781804618646","provider":"Surprise Castle","version":"1.0","type":"link"}