Building Ethical and Secure AI
Principles, Practices, and Challenges for the Next Generation
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Beschreibung
This book aims to provide a comprehensive perspective on the growing challenges posed by artificial intelligence (AI) for researchers and professionals. The book examines critical security issues, such as attacks and vulnerabilities, as well as ethical principles that impact fairness, transparency, accountability, and inclusiveness in AI solutions. Its primary goal is to equip readers with the knowledge and tools necessary to design and govern AI systems that align with the principles of social good, fostering responsible and sustainable innovation in the rapidly evolving AI landscape. This book bridges the fields of ethics and security in AI. It covers foundational principles, practical frameworks, and emerging challenges, equipping students and practitioners with tools to design and govern ethical and secure AI systems. With case studies, activities, and real-world examples, the book emphasizes responsible AI applications in fields such as healthcare, sustainability, and cybersecurity.
In addition, this book:
- Provides a practical and theoretical framework for responsibly developing and governing AI systems
- Teaches readers how to ensure they develop AI that aligns societal values without sacrificing technical robustness
- Offers real-world test cases for secure and ethical AI implementations in healthcare, sustainability, and cybersecurity
This book aims to provide a comprehensive perspective on the growing challenges posed by artificial intelligence (AI) for researchers and professionals. The book examines critical security issues, such as attacks and vulnerabilities, as well as ethical principles that impact fairness, transparency, accountability, and inclusiveness in AI solutions. Its primary goal is to equip readers with the knowledge and tools necessary to design and govern AI systems that align with the principles of social good, fostering responsible and sustainable innovation in the rapidly evolving AI landscape. This book bridges the fields of ethics and security in AI. It covers foundational principles, practical frameworks, and emerging challenges, equipping students and practitioners with tools to design and govern ethical and secure AI systems. With case studies, activities, and real-world examples, the book emphasizes responsible AI applications in fields such as healthcare, sustainability, and cybersecurity.
Provides a practical and theoretical framework for responsibly developing and governing AI systems Teaches readers how to ensure they develop AI that aligns societal values without sacrificing technical robustness Offers real-world test cases for secure and ethical AI implementations in healthcare, sustainability, and cybersecurity
Autor*in
Roberto Andrade
Themen in »Building Ethical and Secure AI«
AI Governance AI Ethics AI Security Accountable AI Explainable AI Adversarial Attacks Environmental Sustainability