Beyond the Algorithm: AI, Security, Privacy, and Ethics (Audiobook)

Unlock the ethical dimensions of AI with 'Beyond the Algorithm: AI, Security, Privacy, and Ethics' audiobook, a comprehensive guide empowering AI practitioners, IT professionals, and policymakers to navigate the complexities of artificial intelligence responsibly.

Overview

This audiobook is your ultimate guide to the world of artificial intelligence (AI) and machine learning (ML), designed to give you a deep understanding of their fundamental principles while highlighting the crucial aspects of security, ethics, and privacy. Whether you're an AI practitioner, IT professional, data scientist, security expert, policymaker, or student, the goal is to provide you with the knowledge and tools needed to develop, deploy, and manage AI and ML systems securely and responsibly.

Divided into various sections, each focusing on a specific aspect of AI, the audiobook starts by introducing the basic concepts of AI technologies. You'll get a comprehensive overview of their history, evolution, and different types, laying a solid foundation for a closer look at popular AI algorithms and large language models (LLMs), like the groundbreaking GPT-4.

Moving forward, the audiobook tackles the critical issue of security in AI systems head-on. It explores the importance of security and the challenges it brings, diving into threats, vulnerabilities, and strategies for risk assessment and management. From data security to model security, system infrastructure to secure development practices, you'll get a thorough understanding of how to keep AI systems safe and resilient.

Privacy and ethics are also key focuses of this guide. You'll delve into topics like bias, fairness, transparency, accountability, and data protection within AI systems. Moreover, the audiobook addresses the essential aspect of legal and regulatory compliance, providing an overview of relevant regulations and guidelines. Through real-world case studies and best practices, you'll learn how to ensure that your AI systems meet ethical and legal standards.

Coverage Includes:

• An overview of the history and development of AI, from the earliest pioneers in machine learning to current applications and how it might shape the future
• Introduction to AI models and implementations, as well as examples of emerging AI trends
• Examination of vulnerabilities, including insight into potential real-world threats, and best practices for ensuring a safe AI deployment
• Discussion of how to balance accountability, privacy, and ethics with regulatory and legislative concerns with advancing AI technology
• A critical perspective on regulatory obligations, and repercussions, of AI with copyright protection, patent rights, and other intellectual property dilemmas
• An academic resource and guide for the evolving technical and intellectual challenges of AI
• Leading figures in the field bring to life the ethical issues associated with AI through in-depth analysis and case studies in this comprehensive examination.

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Book:Beyond the Algorithm: AI, Security, Privacy, and Ethics

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Video:AI Security and Responsible AI Practices

About the Authors

Omar Santos is a cybersecurity leader with a passion for driving industry-wide initiatives to enhance the security of critical infrastructures. Omar is the lead of the DEF CON Red Team Village, the chair of the Common Security Advisory Framework (CSAF) technical committee, the founder of OpenEoX, and board member of the OASIS Open standards organisation. Omar's collaborative efforts extend to numerous organisations, including the Forum of Incident Response and Security Teams (FIRST) and the Industry Consortium for Advancement of Security on the Internet (ICASI).

Omar is a renowned expert in ethical hacking, vulnerability research, incident response, and AI security. He employs his deep understanding of these disciplines to help organisations stay ahead of emerging threats. His dedication to cybersecurity has made a significant impact on businesses, academic institutions, law enforcement agencies, and other entities striving to bolster their security measures.

With more than 20 books, video courses, white papers, and technical articles under his belt, Omar's expertise is widely recognised and respected. Omar is a Distinguished Engineer at Cisco focusing on AI security, research, incident response, and vulnerability disclosure.

Petar Radanliev is a Postdoctoral Research Associate at the Department of Computer Science at the University of Oxford. He obtained his PhD at the University of Wales in 2014. He continued with postdoctoral research at Imperial College London, the University of Cambridge, Massachusetts Institute of Technology, and the Department of Engineering Science at the University of Oxford before moving to the Department of Computer Science. His current research focuses on artificial intelligence, cybersecurity, quantum computing, and blockchain technology. Before joining academia, Dr. Petar Radanliev spent ten years as a Cybersecurity Manager for RBS, the largest bank in the world at the time, and five years as a Lead Penetration Tester for the Ministry for Defence.

About Pearson Audio Learning 

Pearson publishes expert-led audio learning so you can dip into today’s most important tech topics—wherever you are, wherever you go. Listen to industry leaders share first-hand experience, insights, and best practices using essential and emerging technologies.