Authors: Dr. Sandeep Prabhakarrao Abhang, Dr. Swati Vitthal Khidse, Prof. Ashish Govindrao Kadam, and Prof. Komal Ashish Kadam

ISBN: 978-93-7183-844-3

DOI: https://doi.org/10.59646/537

Date of Publication: December 13, 2025

About the Book: 

The rapid advancement of artificial intelligence has reshaped the digital landscape, introducing unprecedented opportunities alongside complex ethical and security challenges. As AI systems increasingly influence decision-making, automate critical processes, and interact with sensitive data, the intersection of ethical AI and cybersecurity has become one of the most crucial concerns of the modern technological era. Ethical AI and Cybersecurity: Principles, Challenges, and Frameworks is written to address this intersection with clarity, depth, and practical relevance.

This textbook aims to provide students, educators, researchers, and professionals with a comprehensive understanding of how ethical principles can be integrated into the design, deployment, and governance of AI systems while ensuring robust cybersecurity practices. It explores foundational concepts such as fairness, transparency, accountability, privacy, and trust, and examines how these principles are challenged by evolving cyber threats, algorithmic bias, data misuse, and adversarial attacks on intelligent systems.

The book adopts an interdisciplinary approach, drawing from computer science, data science, ethics, law, and policy studies. Through theoretical discussions, real-world case studies, and emerging frameworks, readers are encouraged to critically evaluate the societal impact of AI-driven technologies and the security risks they pose. Special emphasis is placed on responsible innovation, risk management, and compliance with global standards and regulations.

Designed as both an academic resource and a practical guide, this textbook bridges the gap between conceptual understanding and real-world application. Each chapter is structured to promote analytical thinking, supported by examples, discussion questions, and frameworks that can be applied in research, industry, and policy-making environments.

Ultimately, Ethical AI and Cybersecurity: Principles, Challenges, and Frameworks seeks to empower readers to contribute to the development of AI systems that are not only intelligent and secure, but also ethical, trustworthy, and aligned with societal values. As technology continues to evolve, the principles and insights presented in this book aim to serve as a foundation for responsible and resilient digital futures.