Humaira Ashraf

Humaira Ashraf is a distinguished academician, researcher, and author with a notable presence in the field of information technology. As an experienced educator, she has played a pivotal role in shaping the minds of students through her engaging teaching methodologies. Dr. Ashraf's passion for fostering a deep understanding of complex technological concepts is evident in her approach to education. Her academic journey includes earning advanced degrees in computer science and related fields, showcasing her commitment to continuous learning and staying abreast of the latest advancements. Over the years, Dr. Ashraf has served in various teaching capacities, allowing her to impart knowledge in areas such as cybersecurity, artificial intelligence, and data analytics. In the realm of research, Dr. Ashraf has made significant contributions, particularly in the domains of network security, machine learning, and information assurance. Her research endeavors have resulted in publications in reputable journals and conference proceedings. This body of work reflects her dedication to advancing knowledge and addressing contemporary challenges in the ever-evolving landscape of information technology. Beyond her teaching and research roles, Dr. Ashraf is a prolific author, having penned several impactful books. Her publications delve into cutting-edge technologies, providing valuable insights for both students and professionals. By sharing her expertise through books, Dr. Ashraf contributes to the dissemination of knowledge and the development of a well-informed community in the field.

Publications

Enhancing Security Through Generative AI-Based Authentication
Enhancing Security Through Generative AI-Based Authentication
Qurat-ul Ain Zam Zam, Humaira Ashraf, N. Z. Jhanjhi, Atta Ullah, Fathi Amsaad. © 2025. 22 pages.
The digital age has evolved to the point where it requires solutions for data protection and user verification from companies that operate in different areas. Some widely known...
Reshaping Cybersecurity of Wireless Sensor Networks Using Energy-Optimized Approach Against Wormhole Attack
Reshaping Cybersecurity of Wireless Sensor Networks Using Energy-Optimized Approach Against Wormhole Attack
Hafsa Shahid, Humaira Ashraf, N. Z. Jhanjhi, Qurat-ul Ain Zam Zam. © 2025. 48 pages.
Security is a major problem in wireless sensor networks (WSN) because they are vulnerable to a variety of dangerous threats, the deadliest of which is the wormhole assault. These...
Blockchain and Generative AI for Securing Distributed Systems
Blockchain and Generative AI for Securing Distributed Systems
Humaira Ashraf, Uswa Ihsan, Ata Ullah, Sayan Kumar Ray, Navid Ali Khan. © 2025. 18 pages.
Blockchain and AI have revolutionized how distributed systems can work. Combining blockchain and generative ai to enhance data integrity and cooperation in the treacherous field...
Reshaping Cybersecurity for Supply Chain Sustainability in IR 4.0 and 5.0
Reshaping Cybersecurity for Supply Chain Sustainability in IR 4.0 and 5.0
Azeem Khan, Noor Zaman Jhanjhi, Dayang H. T. B. A. Haji Hamid, Haji Abdul Hafidz B. Haji Omar, Fathi Amsaad, Humaira Ashraf. © 2025. 50 pages.
The rise of Industry 4.0 and 5.0 has significantly changed the whole supply chain landscape, converting them into sophisticated integrated systems through the use of technologies...
Prediction of Health Indicators Based on Exercise, Sleep, and Water Intake: Data-Based Machine Learning Approach
Prediction of Health Indicators Based on Exercise, Sleep, and Water Intake: Data-Based Machine Learning Approach
Humaira Ashraf, N. Z. Jhanjhi, Uswa Ihsan, Navid Ali Khan, Mamoona Humayun. © 2025. 20 pages.
This project uses machine learning algorithms to build health status prediction models by analyzing multi-dimensional health behavior data such as exercise frequency, type, sleep...
Data Security and Privacy Concerns in Drone Operations
Data Security and Privacy Concerns in Drone Operations
Siva Raja Sindiramutty, Noor Zaman Jhanjhi, Chong Eng Tan, Khor Jia Yun, Amaranadha Reddy Manchuri, Humaira Ashraf, Raja Kumar Murugesan, Wee Jing Tee, Manzoor Hussain. © 2024. 55 pages.
The widespread use of drones across various industries is leading to significant transformations. However, the resulting concerns about data security and privacy are quite...
Drone Technology: Current Challenges and Opportunities
Drone Technology: Current Challenges and Opportunities
Imdad Ali Shah, Areeba Laraib, Humaira Ashraf, Fida Hussain. © 2024. 19 pages.
Unmanned aerial vehicles are becoming more common among business users and enthusiasts. The integration of technology is having a huge impact on globalization. There is a growing...
Logistics With the Internet of Things: Challenges, Perspectives, and Applications
Logistics With the Internet of Things: Challenges, Perspectives, and Applications
Imdad Ali Shah, N. Z. Jhanjhi, Humaira Ashraf. © 2024. 24 pages.
The objective of logistics is to meet client demands in a timely and economical manner. The internet of things (IoT) vision allows numerous embedded, resource-constrained...
A Comprehensive Exploration of DDoS Attacks and Cybersecurity Imperatives in the Digital Age
A Comprehensive Exploration of DDoS Attacks and Cybersecurity Imperatives in the Digital Age
Humaira Ashraf, Noor Zaman Jhanjhi, Sarfraz Nawaz Brohi, Saira Muzafar. © 2024. 22 pages.
This study emphasizes the critical role of cybersecurity in safeguarding digital infrastructure, ensuring passenger safety, and maintaining operational integrity. By highlighting...
Industry 4.0: Future Trends and Research Directions
Industry 4.0: Future Trends and Research Directions
Siva Raja Sindiramutty, NZ Jhanjhi, Chong Eng Tan, Sei Ping Lau, Lalitha Muniandy, Abdalla Hassan Gharib, Humaira Ashraf, Raja Kumar Murugesan. © 2024. 64 pages.
The advent of Industry 4.0, characterized by the integration of digital technologies into industrial processes, has ushered in a transformative era for manufacturing and beyond....
Advances in Health With the Help of Explainable AI
Advances in Health With the Help of Explainable AI
Imdad Ali Shah, Raja Kumar Murugesan, Humaira Ashraf. © 2024. 17 pages.
The primary object of this chapter is to discuss the morals and difficulties we would face while dealing with the unprecedented situation of another sentient coexisting on Earth...
Smart Factories Greener Future: A Synergy of Industry 4.0 and Sustainability
Smart Factories Greener Future: A Synergy of Industry 4.0 and Sustainability
Syeda Mariam Muzammal, Muhammad Tayyab, Fatima Zahra, N. Z. Jhanjhi, Humaira Ashraf. © 2024. 23 pages.
The integration of Industry 4.0 and sustainability has paved the way for transformative practices in manufacturing, leading to the development of smart factories with a focus on...