Dr. Naila Marir is an Assistant Professor in the Computer Science Department at Effat University. She
earned her PhD in Computer Science and Technology from Harbin Engineering University, China, and
specializes in artificial intelligence and cybersecurity. Her research integrates Data-Centric AI,
Federated Learning, and Big Data Analytics to enhance cybersecurity through Generative AI and Deep
Learning methodologies. Dr. Marir’s work advances deep learning techniques for network security,
addressing challenges in data integrity and system resilience. She also investigates Natural Language
Processing and Sentiment Analysis to deepen our understanding of human language in practical
applications. Committed to ethical AI, her research prioritizes privacy and the development of secure,
scalable solutions that align with modern security demands. Moreover, her extensive publications
and conference presentations have contributed significantly to the academic discourse in AI and
cybersecurity. She actively collaborates with interdisciplinary teams to bridge theoretical insights
and practical implementations.
