Editors:  Mr. Agha Urfi Mirza and Dr. Balraj Kumar

ISBN:  978-81-970457-9-0

DOI: https://doi.org/10.59646/efaimlt/133

About the Book

Advancements like deep learning and the availability of state-of-the-art hardware and software have driven artificial intelligence’s meteoric rise in the dynamic world of technology. We have arrived at the age of generative AI, graced by the extraordinary presence of ChatGPT, after a long and winding road that began with the introduction of powerful GPUs and continued with the development of machine learning frameworks like as TensorFlow and PyTorch. Providing a glimpse into the lightning-fast progress of autonomous agents, “Exploring the Frontiers of Artificial Intelligence and Machine Learning Technologies” dives into this revolutionary voyage. A thorough examination of the fascinating advancements that bring us nearer to the possibility of realistic artificial intelligence assistants, co-pilots, and possible colleagues is provided by this book, which delves into the integration of big language models, reinforcement learning, and other advanced methodologies.

CHAPTERS

Chapter 1 (DOI: https://doi.org/10.59646/efaimltC1/133)

Fostering Collaboration: Human-Robot Interaction Enhanced by AI in Work Environments

Authors: Agha Urfi Mirza¹ and U. Hemamalini²

¹Assistant Professor, University of Technology and Applied Sciences, Al Mulladah, Sultanate of Oman.
²Assistant professor, Department of Information technology, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Pallavaram Chennai, Tamil Nadu, India.

Chapter 2 (DOI: https://doi.org/10.59646/efaimltC2/133)

Frontiers in Cybersecurity: Battling Zero-day Attacks and Advanced Persistence Threats

Authors:  Dr. R. Padmavathy¹ and Nasir Hurrah²

¹Assistant  Professor (SS), Department of Electronics and Communication engineering, Dr NGP Institute of Technology, Coimbatore, Tamil Nadu, India.
²Postdoc Fellow, Department of Electronics Engineering, Aligarh Muslim University, Aligarh, Uttar Pradesh, India.

Chapter 3 (DOI: https://doi.org/10.59646/efaimltC3/133)

Decoding Decision-making: Embracing Explainable AI for Trust and Transparency

Authors:  Dr. B. Sasikala¹ and Shubham Sachan²

¹Guest Lecturer, Department of Computer Science, Government Arts and Science College for Women, Orathanadu, Tamil Nadu India
²Research Scholar, Department of Industrial Engineering Management, Maulana Azad National Institute of Technology, MANIT, Bhopal India.

Chapter 4 (DOI: https://doi.org/10.59646/efaimltC4/133)

Guardians of the IoT: Ensuring Security in an Unprotected Ecosystem

Authors:  Dr. V. Muralidharan¹ and Ms. M. Archana²

¹Assistant  Professor, Department Electronics and Communication Engineering, Dr. N.G.P. Institute of Technology, Coimbatore, Tamil Nadu, India.
²Assistant Professor (SS), Department Electronics and Communication Engineering, Dr. N.G.P. Institute of Technology, Coimbatore, Tamil Nadu, India.

Chapter 5 (DOI: https://doi.org/10.59646/efaimltC5/133)

Machine Learning for a Greener World: Tackling Climate Change Challenges 

Authors:  Dr. Mintu Debnath¹ and Dr. S. Arunarani²

¹Assistant  Professor, Department of Physics, Chakdaha College, Nadia, West Bengal, India.
²Assistant Professor, Department of Computer Applications, SRM Institute of Science and Technology, Faculty of Science and Humanities, Kattankullathur, Tamil Nadu, India.

Chapter 6 (DOI: https://doi.org/10.59646/efaimltC6/133)

The Evolution of Blockchain: Transforming Industries with Distributed Ledger Technology

Authors:  Dr. D. Poornima¹ and Dr Vijayalakshmi chintamaneni²

¹Assistant Professor, Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.
²Associate Professor, Department of Electronics and Communication Engineering, St. Peter’s Engineering College, Maisammaguda, Hyderabad, India.

Chapter 7 (DOI: https://doi.org/10.59646/efaimltC7/133)

Ethical Software Engineering: Addressing Bias and Promoting Ethical AI Practices

Authors: Dr. A. Bharathi¹ and Dr. S. Bharathidasan²

¹Assistant Professor, Department of Information Technology, Vels Institute of Science, Technology and Advanced Studies, Chennai, Tamil Nadu, India.
²Associate Professor, Department of Electronics and Communication Engineering, Erode Sengunthar Engineering College (Autonomous), Thudupathi, Erode, India.

Chapter 8 (DOI: https://doi.org/10.59646/efaimltC8/133)

Transforming Content Creation: The Influence of Generative AI on a New Frontier

Authors: Dr. V. Divya¹ and Agha Urfi Mirza²

¹Assistant Professor, Department of Information Technology, Vels Institute of Science, Technology and Advanced Studies, Chennai, Tamil Nadu, India.
²Assistant Professor, University of Technology and Applied Sciences, Al Mulladah, Sultanate of Oman.

Chapter 9 (DOI: https://doi.org/10.59646/efaimltC9/133)

Building a Greener World with AI: Machine Learning Powers Climate Action

Authors: R. Asha, R. Ridhi Mayura Shivani and J. Joan Niveda

Assistant Professor, Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.

Chapter 10 (DOI: https://doi.org/10.59646/efaimltC10/133)

Privacy-preserving Computing: Balancing Privacy in the Digital Age

Author: T. Maheshwaran

Assistant Professor, Department of Information Technology, Sri Manakula Vinayagar Engineering College, Puducherry, India.

Chapter 11 (DOI: https://doi.org/10.59646/efaimltC11/133)

Privacy-preserving Computing: Balancing Security and Privacy in the Digital Age

Author: Ahmad Haidar

Université Paris-Saclay, Univ Evry, IMT-BS, LITEM, 91025, Evry-Courcouronnes, France.

Chapter 12 (DOI: https://doi.org/10.59646/efaimltC12/133)

Explainable AI: Demystifying the inner Workings of AI

Author: Mr. Pradeep Sharma

Assistant Professor, Department of Computer Science, Gyan Ganga College of Excellence, Jabalpur, India.